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Konstantin Klemmer Profile
Konstantin Klemmer

@kklmmr

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Researcher in Geospatial Machine Learning, Computational Sustainability & Urban Informatics // Postdoc @MSFTResearch // Core team @ClimateChangeAI

Cambridge, MA
Joined June 2015
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@kklmmr
Konstantin Klemmer
7 months
I'm on the job market for academic & industry research positions! I develop geospatial ML techniques for applications that help tackle climate change and improve our cities. 🤖🌍🌆 Learn more about my research & how to get in touch on my website:
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@kklmmr
Konstantin Klemmer
8 months
New preprint out on geographic location encoding using spherical harmonics and sinusoidal representations! 🌐➡️🌏 Work led by @MarcCoru and w/ @rolf_comma_e , Robin Zbinden and @devistuia . 📄Paper: 💻Code: 🧵Thread: 👇 1/11
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@kklmmr
Konstantin Klemmer
6 months
Super happy to release 🛰️SatCLIP - a first of its kind global, general purpose location encoder based on Sentinel-2 imagery. Joint work with @rolf_comma_e , @calebrob6 , @LesterMackey & @MarcCoru . 📰Paper: 💻Code: 🧵Thread:👇 1/16
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@kklmmr
Konstantin Klemmer
5 years
Holy crap, #GameofThrones is completely falling apart. Some of the worst writing I have ever seen in any TV show. It is heartbreaking seeing the world GRRM built being treated like that. What a shitshow...
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@kklmmr
Konstantin Klemmer
2 years
Today I passed my PhD defence with minor corrections! I am thankful to my examiners, Nathan Griffiths and @jmichaelbatty for the engaging discussion and to my awesome advisors, Stephen Jarvis, Hongkai Wen and Daniel Neill. Off to celebrate! 🎊🤩
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@kklmmr
Konstantin Klemmer
2 years
I'm moving to Boston! 🎉🚀 I am incredibly excited to start as a postdoctoral researcher at @MSFTResearch in the New England ( @MSRNE ) lab in fall. I'll continue to work on geospatial problems, improving our cities & tackling climate change with machine learning.🤖🛰️🌏
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@kklmmr
Konstantin Klemmer
8 years
Wahre Worte über Pauschalisierung und Vorverurteilung #cologne #koelnbhf
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@kklmmr
Konstantin Klemmer
4 years
We're happy to announce the 4th " #MachineLearning for the Developing World" workshop at #NeurIPS2020 . This years edition is focused on building resilience. We invite contributions from the #ML4D community, the submission deadline is Oct 2nd. More info:
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@kklmmr
Konstantin Klemmer
3 years
I am on the job market for summer / fall 2022, looking for academic (postdoc & faculty) & industry research positions focusing on #ML for #geospatial data, sustainability & #urban analytics.🛰️🌆🌏🤖 You can find my CV & more info on my website:
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@kklmmr
Konstantin Klemmer
5 months
A new @Nature study uses satellite imagery 🛰️ and deep learning 🤖 to map human activity at sea at an unprecedented scale. In a @NatureNV article, @rolf_comma_e and I comment on the implications for ML, remote sensing and Earth observation. Check it out below👇
@NatureNV
Nature News & Views
5 months
Maps of human activities at sea provide the most complete quantification of ocean industries ever – and reveal a lot of illicit goings-on. @rolf_comma_e & @kklmmr unpack the findings here
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@kklmmr
Konstantin Klemmer
2 years
I'll be at #NeurIPS2022 for the whole coming week! Who's around and up for a coffee / gumbo? Reach out! 🦐 I'll also be at the @MSFTResearch booth for a Q&A on my MSR postdoc experience Monday at 1pm, so if you are interested in this stop by:
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@kklmmr
Konstantin Klemmer
7 months
So excited to see our workshop series growing. Get ready for 133 (yes, no typo) new papers, proposals and tutorials to be presented at the #NeurIPS2023 @ClimateChangeAI workshop. Climate-related work is more relevant than ever within the ML community. 🎉🚀🌱
@ClimateChangeAI
Climate Change AI
7 months
After a record-setting number of submissions, we are excited to announce 130❗️accepted papers & proposals and 3 accepted tutorials at our #NeurIPS2023 workshop. We cannot wait to see you all in New Orleans! More info about the workshop here:
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@kklmmr
Konstantin Klemmer
6 months
The whole @ClimateChangeAI workshop at #NeurIPS2023 will be livestreamed - for free!!! This is a great opportunity to learn about our growing academic field and to meet and engage with fellow researchers and practitioners. Come join us! 🌱
@ClimateChangeAI
Climate Change AI
6 months
Are you not able to make it to #NeurIPS2023 ? We're incredibly excited to announce that we will livestream our @ClimateChangeAI workshop - for FREE, for EVERYONE. 📺🤓 You can find the livestream on the day of the event (Dec 16) here:
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@kklmmr
Konstantin Klemmer
5 years
We're happy to (finally😬) release code and slides for SpaceGAN, your friendly neighborhood-conditioned GAN for geospatial point data! Joint work with @askoshiyama @flennerhag : ▶️Code: ▶️Slides: ▶️Paper:
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@kklmmr
Konstantin Klemmer
1 year
Big news: the 2023 @ClimateChangeAI will have an in-person component at @Mila_Quebec ! Learn more & apply 👇
@ClimateChangeAI
Climate Change AI
1 year
Excited to announce the second @ClimateChangeAI Summer School (Jun-Aug 2023)!👩‍🎓☀️ Are you an #AI or #DataScience expert who wants to tackle #ClimateChange ? Are you a #climate expert trying to use #ML in your work? Apply to our virtual & in-person programs:
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@kklmmr
Konstantin Klemmer
5 years
New @turinginst colab on spatial data augmentation using spatially-conditioned GANs! We show how GANs can capture both the input and its spatial dependencies. Joint work with Adriano Koshiyama and @flennerhag . @TensorFlow implementation coming soon!
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@kklmmr
Konstantin Klemmer
6 months
We're going to present 🛰️SatCLIP at two #NeurIPS2023 workshops next week: ▶️Dec 15, DistShift workshop, Room R06-R09 (level 2): ▶️Dec 16, @ClimateChangeAI workshop, Great Hall (level 1): Come by and say hi! 👋
@kklmmr
Konstantin Klemmer
6 months
Super happy to release 🛰️SatCLIP - a first of its kind global, general purpose location encoder based on Sentinel-2 imagery. Joint work with @rolf_comma_e , @calebrob6 , @LesterMackey & @MarcCoru . 📰Paper: 💻Code: 🧵Thread:👇 1/16
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@kklmmr
Konstantin Klemmer
2 years
New paper out on improving graph neural networks (GNNs) for geospatial coordinates! Joint work with Daniel Neill and Nathan Safir.🤓🌍 #GeoAI 📰Paper: 💻Code: 🧵Thread: 👇 1/10
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@kklmmr
Konstantin Klemmer
4 years
Who can beat my virtual #ICLR2020 setup? 😂🌄
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@kklmmr
Konstantin Klemmer
3 years
Two papers accepted at #AAAI2022 ! Very excited and a great early Christmas present. Also great to have #GeoAI work at big ML conferences!🌏🛰️🤓 Thanks also to my amazing collaborators @linylinx , @dwddao , @bjornlutjens , @GyriReiersen , @xiaoxiang_zhu (and more not on Twitter).
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@kklmmr
Konstantin Klemmer
5 years
Very happy to announce that I will join the new Machine Learning for Good ( #ML4G ) lab at @nyuniversity headed by Daniel Neill for the coming academic year. I will work on machine learning for policy & furthering the #spatial ML agenda! @NYU_CUSP @WISCWarwick @turinginst
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@kklmmr
Konstantin Klemmer
5 years
Probably my favourite paper at #NeurIPS2018 : #GPyTorch , the fast Gaussian Process framework built on top of @PyTorch . Awesome work by @andrewgwils , @gpleiss , @DavidBindel et al.
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@kklmmr
Konstantin Klemmer
1 year
Are you at #AISTATS2023 ? Come by my poster today between 4.30-7pm CET! I'm presenting our work on GNNs for geographic data. #GeoAI Paper: Code: Poster: 🧵:
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@kklmmr
Konstantin Klemmer
2 years
New paper out on improving graph neural networks (GNNs) for geospatial coordinates! Joint work with Daniel Neill and Nathan Safir.🤓🌍 #GeoAI 📰Paper: 💻Code: 🧵Thread: 👇 1/10
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@kklmmr
Konstantin Klemmer
5 years
"UN report calls OpenStreetMap “foundational” to disaster risk reduction" Great to see @openstreetmap and @hotosm get the attention they deserve for their amazing work.
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@kklmmr
Konstantin Klemmer
7 months
Join us at MSR as a summer intern! 👇🎉
@LesterMackey
Lester Mackey
7 months
If you're a PhD student interested in interning with me or one of my amazing colleagues at Microsoft Research New England ( @MSRNE , @MSFTResearch ) this summer, please apply here
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@kklmmr
Konstantin Klemmer
3 years
After a brilliant 6 months at @ai4eo_de , I'm back in the UK for the final stages of my PhD. I had a great time with @xiaoxiang_zhu and her team and am looking forward to further collaborations during and beyond my PhD 🛰️🌏🤖
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@kklmmr
Konstantin Klemmer
4 years
Very happy to join the incredible team of @ClimateChangeAI , where I hope to combine my passion for #GeoAI with the fight against the most pressing issue of our time: #ClimateChange . 🌏
@ClimateChangeAI
Climate Change AI
4 years
The CCAI team is expanding! We are happy to welcome @realSharonZhou , @dwddao and @kklmmr aboard. With their help, we hope to continue to foster a growing community at the intersection of #MachineLearning and #ClimateChange . Stay tuned for upcoming openings within our core team!
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@kklmmr
Konstantin Klemmer
6 years
As someone digging deeper into Gaussian Processes, I found @andrewgwils 's collection of resources and tutorials incredibly helpful. I highly recommend checking it our here:
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@kklmmr
Konstantin Klemmer
5 years
Super exciting new @turinginst paper by @urban_stevie and @MateoNeira on unsupervised feature learning in geospatial / urban settings! It is great to see so much new geography related machine learning work atm.
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@kklmmr
Konstantin Klemmer
3 years
On Thursday, I am co-hosting the #AI & #Cities track at @appliedmldays w/ @EK_geog , @shinkoseki & Nick Jones. We'll discuss urban AI governance, post-pandemic cities & more with guests including @catherine_regis , @jmichaelbatty & @david_rolnick . Join➡️
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@kklmmr
Konstantin Klemmer
4 years
Very happy to present my new #GeoML 🌏🛰️ paper: SXL, a framework for better learning with geographic data using spatially explicit auxiliary tasks Joint work with Daniel Neill at @NYU_CUSP . Paper: Code: Thread: 🔽 1/9
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@kklmmr
Konstantin Klemmer
2 years
I made it to Boston! 👋 Let me know if you're in the area & up for a coffee or a chat.☕
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@kklmmr
Konstantin Klemmer
4 years
My co-author Fernando wrote a blog post based on our paper on information-theoretic community detection for #bikesharing . Check it out on @TDataScience ! You can find the code including the data to play around with on my Github:
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@kklmmr
Konstantin Klemmer
8 months
Lester is one of the most amazing people I had the pleasure to meet at MSR, this is absolutely well deserved. Congratulations! 🎉
@MSFTResearch
Microsoft Research
8 months
Microsoft Research congratulates computer scientist and statistician @LesterMackey on his selection as a 2023 MacArthur Fellow. #MacFellow
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Konstantin Klemmer
2 years
New paper out on GANs for synthetic geospatial coordinates with privacy guarantees. Joint work with @tedward78 and @WarwickDCS colleagues. Paper📰 Code💻 Thread🧵👇 1/10
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@kklmmr
Konstantin Klemmer
2 years
So much work went into this!! We are beyond excited to announce the second edition of the @ClimateChangeAI Innovation Grants for impactful ML 🤝 climate projects. Thanks to QCF and @DeepMind for supporting this year's grants.🙏
@ClimateChangeAI
Climate Change AI
2 years
We're excited to announce the 2023 @ClimateChangeAI Innovation Grants, supported by the Quadrature Climate Foundation & @DeepMind .👩‍🔬💵 We’ll fund projects at the intersection of #ClimateChange & #ML w/ up to $150k each, for a total of $1.2M. Learn more:
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@kklmmr
Konstantin Klemmer
3 years
New (short) paper out today, accepted at #AIMOCC workshop @ #ICLR2021 ! Preliminary results from our work-in-progress on conditional GANs for simulating extreme weather patterns. Joint work with @sudipansaha , Matthias Kahl, @linylinx and @xiaoxiang_zhu .
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@kklmmr
Konstantin Klemmer
5 years
Back in New York! This time for good... (or, well, one year). Excited to spend my third PhD year at @NYU_CUSP and the new "Machine Learning for Good" ( #ML4G ) lab 🎉🔬
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@kklmmr
Konstantin Klemmer
1 year
We are hiring (payed position, not volunteer 💸💸) an events coordinator to lead the @ClimateChangeAI summer school! Work on a first of it's kind educational program at the intersection of #AI and #ClimateChange with us. More info 👇
@ClimateChangeAI
Climate Change AI
1 year
Passionate about education in #ClimateChange and #AI ? We’re hiring a part-time Educational Events Coordinator to lead & project manage the second edition of our flagship educational event, the CCAI #SummerSchool . Work is remote within the US.👩‍🏫 More info:
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@kklmmr
Konstantin Klemmer
4 years
This is why Eucken came up with Ordoliberalism
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@kklmmr
Konstantin Klemmer
6 months
Are you at #NeurIPS2023 and interested in postdoc positions with @MSFTResearch ? Join me on Dec 14 at 9.15am at the @Microsoft booth for a morning coffee ☕️and a postdoc Q&A session. Full booth schedule is here:
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@kklmmr
Konstantin Klemmer
3 years
Auxiliary-learning of Moran's I / spatial autocorrelation can help improve neural networks for #geospatial data! Paper out now in #SIGSPATIAL2021 proceedings: 📑(short) 📑(long) 🧵 📺
@kklmmr
Konstantin Klemmer
4 years
Very happy to present my new #GeoML 🌏🛰️ paper: SXL, a framework for better learning with geographic data using spatially explicit auxiliary tasks Joint work with Daniel Neill at @NYU_CUSP . Paper: Code: Thread: 🔽 1/9
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@kklmmr
Konstantin Klemmer
4 years
Agree 100%. ML research has to acknowledge social impact every step of the way. Taking responsibility shows maturity and a more holistic understanding of the broader real-world impacts. Denying it is lazy, cowardly and ultimately unethical.
@hardmaru
hardmaru
4 years
@NeurIPSConf By doing so, more researchers will take part in a broader dialog about issues that reach a much wider audience. Many simply want to stay in their confined space and let other “experts” deal with ethical/political issues. We all know how that will turn out
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@kklmmr
Konstantin Klemmer
1 year
Now accepted at #AISTATS2023 🎉 See you in Valencia! 😍🌅
@kklmmr
Konstantin Klemmer
2 years
New paper out on improving graph neural networks (GNNs) for geospatial coordinates! Joint work with Daniel Neill and Nathan Safir.🤓🌍 #GeoAI 📰Paper: 💻Code: 🧵Thread: 👇 1/10
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Konstantin Klemmer
1 year
Excited to be co-organizing the next @ClimateChangeAI workshop at #ICLR2023 ! This will also mark the return of an in-person component in our workshop series (though we will maintain a virtual component too). Can't wait to see you in Kigali!🎉🌍 More info:
@ClimateChangeAI
Climate Change AI
1 year
We are delighted to invite submissions to our hybrid #ICLR2023 workshop "Tackling Climate Change with Machine Learning". Important dates: ▶️Mentorship program: Jan 10 ▶️Tutorials submissions: Jan 10 ▶️Papers / proposals submissions: Feb 5 Learn more:
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@kklmmr
Konstantin Klemmer
3 years
I wrote a blog post for @ClimateChangeAI on our #AAAI2022 paper on improving GANs with spatio-temporal autoregressive embeddings, joint work w/ @linylinx et al: Paper: Code: Thread:
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@kklmmr
Konstantin Klemmer
3 years
New preprint out today on generative modeling of spatio-temporal patterns! 🎉🤖🌎 Jointly lead by @linylinx and me, with Beatrice Acciaio ( @ETH_en ) and Daniel Neill ( @nyuniversity ) . Paper: Code: Thread: 👇 (1/11)
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@kklmmr
Konstantin Klemmer
3 years
I am giving a talk reflecting on my time at @ai4eo_de and the broader scope of my PhD research on machine learning for geographic data on July 2nd! 🌏🤖 Come and join 👇
@ai4eo_de
International AI Future Lab on AI4EO
3 years
We're excited to announce our next online talk on 02.07.2021 at 09 a.m. with @xiaoxiang_zhu and our speaker Konstantin Klemmer @kklmmr .Register to this event by writing an email to ai4eo @tum .de, or to ai4eo-seminars-subscribe @lists .lrz.de for subscribing for info of all lab talks
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@kklmmr
Konstantin Klemmer
1 year
I cannot recommend this position enough, @priyald17 's lab is going to be world-leading for #AI + #ClimateChange research without a doubt. Fantastic opportunity!
@priyald17
Priya L. Donti @ ICLR 2024
1 year
I’m recruiting a postdoc to join my (new) group at MIT in Fall 2023! My group's research will focus on topics at the intersection of machine learning, optimization, control, and power systems, motivated by addressing critical problems of relevance to climate action.
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Konstantin Klemmer
6 months
We're back at #ICLR2024 . Come join us in Vienna in May. 👇👇👇
@ClimateChangeAI
Climate Change AI
6 months
NeurIPS is over but our workshop series continues: We're excited to announce the next edition of "Tackling Climate Change with Machine Learning" at #ICLR2024 . Important deadlines: ▶️Mentorship: Jan 3 ▶️Tutorials: Jan 10 ▶️Papers: Feb 3 More info:
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@kklmmr
Konstantin Klemmer
3 years
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@kklmmr
Konstantin Klemmer
5 years
Presentation and poster session done, representing @WISCWarwick , @turinginst and @NYU_CUSP ✔️. Diverse and innovative work all around here at the #NeurIPS2018 workshop on #Spatiotemporal modeling. Thanks for organising @nealjean1 @Ransalu et al.
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@kklmmr
Konstantin Klemmer
6 months
Off to #AGU23 - my very first AGU! Looking forward to exploring interdisciplinary perspectives on the Earth sciences and machine learning. 🌏🛰️🤖
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@kklmmr
Konstantin Klemmer
4 years
I'll give a talk at @ai4eo_de on #GeoML tomorrow morning! You can still register, just check below ⬇️
@xiaoxiang_zhu
Xiaoxiang ZHU
4 years
Welcome to join the talk by Konstantin Klemmer @kklmmr - the first beyond fellow in the Munich Future AI lab #AI4EO @ai4eo_de . Toward #Geographically -Aware #MachineLarning . You can register for the event by sending a short email to ai4eo @tum .de
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@kklmmr
Konstantin Klemmer
3 years
New paper out in @RSocPublishing Open Science, with @NYU_CUSP , @unibirmingham colleagues: "Understanding spatial patterns in rape reporting delays" This one is really important to me. Check the thread 👇 for a summary. cw: rape, sexual violence [1/13]
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@kklmmr
Konstantin Klemmer
6 years
My favourite project out of the #CUSPcapstones2018 so far: the Urban Displacement Project, quantifying and visualizing #gentrification in #NYC . Check out their approach and interactive #map here: #dataviz @NYU_CUSP
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@kklmmr
Konstantin Klemmer
3 years
Exciting new #GeoAI library just dropped! 🤖🎊
@LightningAI
Lightning AI ⚡️
3 years
🌍 Lightning Spotlight on @Microsoft 's TorchGeo; A PyTorch domain library, similar to torchvision, that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data. 🌟 GitHub:
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Konstantin Klemmer
1 year
Super excited about this new @ClimateChangeAI initiative: We have set up a volunteer matching platform to help connect NGOs and academic labs with practitioners who want to volunteer their time to climate-related ML projects. Learn more 👇👇👇
@ClimateChangeAI
Climate Change AI
1 year
Do you need help with #ML on a #climate -related project? We're setting up a platform to match NGOs and academics with volunteers who are eager to use their skills to tackle climate change. Go to to learn more and submit your project proposal today! 🤓📉👩‍💻
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@kklmmr
Konstantin Klemmer
4 years
Happy to represent @ClimateChangeAI alongside @priyald17 at The Algo2020. Check the website ⬇️ for more info and (free!) registration link!🎉
@EmreKazim_
Emre Kazim
4 years
The Algo2020 Conference - (Nov. 12, 2020) @ucl (Online) Registration Open! Multi-stakeholder conference on #AI & Disruptive Technologies. Check out the variety of session, groups @ world renowned speakers in the line up! @ai_ucl @uclcs @UCLEnterprise
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@kklmmr
Konstantin Klemmer
3 years
I feel like I am posting a lot of @ClimateChangeAI stuff recently, but there is just SO MUCH going on!!! Next up, our summer school, aimed at #Climate folks wanting to learn about #ML / #AI - and the other way around. Apply by Dec 17! 👇
@ClimateChangeAI
Climate Change AI
3 years
We are excited to announce our first @ClimateChangeAI summer school!🤓👩‍🎓 Are you an #AI expert & want to learn to apply your skills to tackle #ClimateChange ? Are you a #Climate expert & want to learn what tools #ML offers? Apply by Dec 17 & learn more:
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@kklmmr
Konstantin Klemmer
3 years
Very excited about this! Stay tuned for #AIandCities2021 🌇
@shinkoseki
Shin Koseki
3 years
This year again, we are organizing AI&Cities track at @appliedmldays , one of the biggest and most influential conference on #AI . The track will take place on December 2, and call for contributors will soon be opened! @kklmmr @EK_geog #NickJones #cities
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Konstantin Klemmer
2 years
I'm going to present our paper on improving GNNs for geographic data with positional encodings at the @ClimateChangeAI workshop at #NeurIPS2022 🎉 Learn more 👇👇👇
@kklmmr
Konstantin Klemmer
2 years
New paper out on improving graph neural networks (GNNs) for geospatial coordinates! Joint work with Daniel Neill and Nathan Safir.🤓🌍 #GeoAI 📰Paper: 💻Code: 🧵Thread: 👇 1/10
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@kklmmr
Konstantin Klemmer
4 years
1/? Beyond our awesome contributed talks, we'll have a bunch of amazing invited talks and further collaborations at #AIandCities . In the coming days, I will present some of our highlights on this Twitter thread, so stay tuned: @appliedmldays #AMLD2020
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@kklmmr
Konstantin Klemmer
1 year
Dist Shift workshop talk by @Reichstein_BGC was 💯 my highlight of #NeurIPS2022 . Spatiotemporal dynamics are everywhere & climate change itself is one giant, global dist shift. The ML community has the tools but needs domain expertise from Earth science to address this.
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@kklmmr
Konstantin Klemmer
6 years
Did you know that the @turinginst doctoral scheme is a great opportunity for #urban informatics PhDs? Plenty of awesome urban researchers are affiliated, such as @j_p_albuquerque , @WeisiG , @mircomusolesi , @suzymoat , @edthink , @urban_stevie , @rsfrankl and many more! Apply now!
@turinginst
The Alan Turing Institute
6 years
APPLICATIONS NOW OPEN: We're pleased to announce we have opened our call for 2019 doctoral studentships. We're looking for candidates who will embrace the ethos of the Turing and contribute to our vibrant research community. Find out more: #TuringPhD
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@kklmmr
Konstantin Klemmer
4 years
The Accepted Papers for #ML4D2020 are out! We selected 23 submissions from around the world, tackling a range of topics from #ClimateChange induced #Migration to mitigating #HIV transmissions of sex workers. Check out the papers here: @ML4Dworkshop
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@kklmmr
Konstantin Klemmer
5 years
We are very happy to present our @turinginst collaboration on GANs for spatial data at the @UZH_en workshop on #ML for Social & Environmental problems in Zurich this October! @flennerhag @askoshiyama ▶️Paper: ▶️Registration: see below
@EK_geog
Eun-Kyeong Kim
5 years
ML4SEP, a peer mentoring group sponsored by @UZH_en Graduate Campus, will hold its fall workshop on "Applied ML for Social & Environmental Problems" with a tutorial on SpaceGAN & other sessions on Oct. 3-4, 2019 at Univ. of Zurich, Irchel. Registration:
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@kklmmr
Konstantin Klemmer
3 years
The recording of my latest talk at @ai4eo_de on geospatial machine learning & applications to earth observation and climate is now available on YouTube! Check it out here: 📺 #GeoAI #MachineLearning
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@kklmmr
Konstantin Klemmer
2 years
Check out the CfP for the @ClimateChangeAI AAAI Fall Symposium on AI for climate challenges 👇👇👇
@ClimateChangeAI
Climate Change AI
2 years
We are excited to organize a @RealAAAI Fall Symposium on the role of #AI in responding to #Climate challenges. Submissions are due on July 29. Learn more about the program and read the call for submissions here:
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@kklmmr
Konstantin Klemmer
3 years
New preprint out today on generative modeling of spatio-temporal patterns! 🎉🤖🌎 Jointly lead by @linylinx and me, with Beatrice Acciaio ( @ETH_en ) and Daniel Neill ( @nyuniversity ) . Paper: Code: Thread: 👇 (1/11)
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@kklmmr
Konstantin Klemmer
4 years
The @ClimateChangeAI workshop at @iclr_conf has evolved into a remote mini-conference with a full week of programme! Check out the amazing speakers and focus areas here:
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@kklmmr
Konstantin Klemmer
4 years
Super excited to join @ai4eo_de at @TU_Muenchen / @DLR_en for the next couple of months to collaborate with @xiaoxiang_zhu and others. More #GeoML to come!🌏📡🛰️
@ai4eo_de
International AI Future Lab on AI4EO
4 years
Very happy to announce our first #BeyondFellow Konstantin Klemmer @kklmmr , who will stay with us for half year starting from November 1st, 2020. Interested in visiting us? Apply for your own fellowship here:
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@kklmmr
Konstantin Klemmer
4 years
One week left to submit to #ML4D ! We're excited for all your submissions 🎉🔥 #NeurIPS2020 #ML4D2020
@kklmmr
Konstantin Klemmer
4 years
We're happy to announce the 4th " #MachineLearning for the Developing World" workshop at #NeurIPS2020 . This years edition is focused on building resilience. We invite contributions from the #ML4D community, the submission deadline is Oct 2nd. More info:
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@kklmmr
Konstantin Klemmer
2 years
I had a fantastic time at this workshop, learning from an incredibly engaging and driven group of researchers and practitioners. Thanks to @lilyxu0 , @rolf_comma_e and @MilindTambe_AI for organizing and structuring the event in a way that felt incredibly productive. 🙏💪
@MilindTambe_AI
Milind Tambe
2 years
We just had an absolutely awesome workshop on "AI assisted decision making for conservation" at @Harvard at @HCRCS ; will publish our workshop report soon. Big thx to all the amazing participants!! Thx to my co-organizers @lilyxu0 & @rolf_comma_e for their leadership. #aiforgood
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@kklmmr
Konstantin Klemmer
3 years
The proceedings for #ML4D are now online!!! 👇 Let me also take this opportunity to thank my amazing co-organizers @tejuafonja @2ayasalama @paularodrid @nkalavak @kantologist , it was such an honor & pleasure to work with this amazing team. 🙏🤩🎉
@ML4Dworkshop
ML4D
3 years
📣The arxiv proceedings of #ML4D2020 are live! 🔗 Check out the great projects the ML4D community has been working on🎉 Please reach out to authors if you want to learn more about a specific project or to help them reach further success!
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@kklmmr
Konstantin Klemmer
3 years
Excited about this collaboration and our proposal paper today at the #ICML2021 @ClimateChangeAI workshop. Check out our spotlight presentation at 9pm GMT+1! 🎊🤩
@bjornlutjens
Björn Lütjens 🌍 [email protected]
3 years
New papér at ICML CCAI 🚨 Satellites can overestimate how much carbon is stored by small reforestation projects by a factor of 10x. We need more trustworthy monitoring methods for forest carbon offsets at scale. by @GyriReiersen , @dwddao , i, @kklmmr , @xiaoxiang_zhu , Ce Zhang
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@kklmmr
Konstantin Klemmer
5 years
Already super excited for #AMLD2019 later this month at @EPFL_en in beautiful Lausanne, Switzerland! Our " #AI & Cities" track will feature @alex_pentland , @vavacolor , @MirowskiPiotr , @tweeting_cris , @teralytics , @geospin and many more!
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@kklmmr
Konstantin Klemmer
5 years
This one has been in the pipeline for quite a while now: "Isolating the Effect of #Cycling on Local Business Environments in #London "; together with @tobibrndt and Stephen Jarvis @WISCWarwick . Out today in @PLOSONE .
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@kklmmr
Konstantin Klemmer
3 years
Congratulations on winning the best paper award at #ML4D2020 !! 🎉🎉
@thinkdatasci
Thinking Machines
3 years
Check out how we produced high-resolution poverty maps in the Philippines by combining machine learning with open-sourced datasets. We’ll be featured this Saturday at the 2020 @NeurIPSConf @ML4Dworkshop workshop! Read our paper:
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@kklmmr
Konstantin Klemmer
6 years
Coolest demo at #NeurIPS2018 so far from @IBMResearch : Trusted #AI dashboard to easily access and visualize bias in algorithms. Very cool to see!
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@kklmmr
Konstantin Klemmer
1 year
Presenting this paper tomorrow at the @ClimateChangeAI workshop at #NeurIPS22 (virtually). Come by and say hi! 👋🤖🌏
@kklmmr
Konstantin Klemmer
2 years
New paper out on improving graph neural networks (GNNs) for geospatial coordinates! Joint work with Daniel Neill and Nathan Safir.🤓🌍 #GeoAI 📰Paper: 💻Code: 🧵Thread: 👇 1/10
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@kklmmr
Konstantin Klemmer
5 years
#VS3 yesterday flying an unconventional route into #JFK which allowed me to get this shot @VirginAtlantic
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@kklmmr
Konstantin Klemmer
6 years
Happy to announce that I will be joining the @turinginst for the coming year of my PhD. I want to use my time there to enhance my knowledge of #MachineLearning and further examine the importance of spatial context in #urban problems
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@kklmmr
Konstantin Klemmer
3 years
The @ClimateChangeAI Wiki team has been working really hard on this! Check out this new resource on all things climate change + AI & help us fill the gaps by contributing your expertise 💪
@ClimateChangeAI
Climate Change AI
3 years
🥁Introducing: the @ClimateChangeAI Wiki, a community resource & knowledge collection for all topics at the intersection of #ClimateChange & #MachineLearning : Eager to participate? Follow our guide & start contributing right away:
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@kklmmr
Konstantin Klemmer
2 years
I had lots of fun giving the (urban) transportation lecture at this year's @ClimateChangeAI summer school, together with @Nikola_MD . 🎉🚉🚕🌃
@ClimateChangeAI
Climate Change AI
2 years
It’s a wrap🌯! Last Friday, we concluded this year’s edition of the @ClimateChangeAI summer school. A big thank you to everyone involved and our 2022 cohort. 🎉👏 Stay tuned for recordings of summer school content!
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@kklmmr
Konstantin Klemmer
4 years
Time for another sneak-peak into my current research into #GeoML 🌏🛰️How can we nudge deep nets to explicitly learn spatial patterns? More soon...😉
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@kklmmr
Konstantin Klemmer
2 years
‼️Tomorrow is the big day! @ML4Dworkshop is returning to #NeurIPS2021 with an amazing lineup of speakers and papers. Super excited for the @ClimateChangeAI workshop as well... it will be a full day 🤯🎊
@ML4Dworkshop
ML4D
2 years
#ML4D 2021 is excited to announce the interesting line up of our invited speakers Date: Dec 14th; 2 p.m GMT. Register for timely notifications about the event: Join our mailing list:
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@kklmmr
Konstantin Klemmer
4 years
New paper out in ACM #IMWUT today, joint with @WarwickDCS colleagues! We improve on existing methods for demand prediction and expansion planning in EV carsharing systems with spatio-temporal encoding and graph neural nets. (1/7) ➡️Paper: ⬇️Thread!
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@kklmmr
Konstantin Klemmer
3 years
Very cool summary of recent advances in physics-informed #ML , including learning of spatial and spatio-temporal dynamics! 👇
@jan_drgona
Ján Drgoňa
3 years
Catching up with a rapidly expanding field of deep learning for dynamical systems can be an intimidating task. I am happy to share our preprint reviewing the latest methods in physics-informed neural networks (PINNs) and neural time steppers used for modeling dynamical systems.
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@kklmmr
Konstantin Klemmer
4 years
Join the amazing team of @ClimateChangeAI 🎉🎉. We're looking for volunteers in a range of different roles. It is a great, welcoming and ambitious atmosphere 💪
@ClimateChangeAI
Climate Change AI
4 years
🌏CCAI is looking for new core team members in various volunteer roles, from event organization to media outreach! If you share our passion for #ClimateChange and #ML , head over to our website to learn more & apply:
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@kklmmr
Konstantin Klemmer
4 years
One thing I forgot to add: Our Github features some interactive notebooks running on Google Colab, so you can try out our method straight away, without any need to download / clone the repo and without any personal GPU available!🔥🥳 Here is the link:
@kklmmr
Konstantin Klemmer
4 years
Very happy to present my new #GeoML 🌏🛰️ paper: SXL, a framework for better learning with geographic data using spatially explicit auxiliary tasks Joint work with Daniel Neill at @NYU_CUSP . Paper: Code: Thread: 🔽 1/9
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@kklmmr
Konstantin Klemmer
1 year
Bye Valencia 👋 Had a great time at #AISTATS2023 , now off to Kigali for our @ClimateChangeAI workshop at #ICLR2023 .
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@kklmmr
Konstantin Klemmer
6 months
I'll be attending both #AGU2023 and #NeurIPS2023 next week. Hit me up if you want to meet up and chat about #GeoAI (or anything else)! 🌏🤖
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@kklmmr
Konstantin Klemmer
3 years
We've launched a new blog at @ClimateChangeAI for more casual reads & opinion sharing. Stay tuned for interesting interviews, perspectives, research summaries and more!
@ClimateChangeAI
Climate Change AI
3 years
🥁We are excited to announce the @ClimateChangeAI blog! On our blog, you'll find research summaries, perspectives, interviews and other exciting readings on various topics at the intersection of #AI & #ClimateChange . 🤓📚 Read on here:
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@kklmmr
Konstantin Klemmer
4 years
#ICLR2020 is starting tomorrow! I will be giving two talks: 1⃣ April 26 17:30 GMT - ML-IRL workshop - Population estimation in informal settlements with equitable ground-truth 2⃣ April 27, 12:00 GMT - CCAI workshop - Demand prediction for EV sharing systems
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@kklmmr
Konstantin Klemmer
3 years
Super excited about this! Please share widely! 🎉
@ClimateChangeAI
Climate Change AI
3 years
We are super excited to announce that CCAI has partnered with @IDRC_CRDI , @AI4Dev & @Sida to support the funding of a new $1M innovation network on AI & climate action in Africa. The call for expressions of interest is now open:
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@kklmmr
Konstantin Klemmer
6 months
Come hang with me at the Microsoft booth tomorrow from 9.15 - I know it's early but there should be ☕! #NeurIPS23
@kklmmr
Konstantin Klemmer
6 months
Are you at #NeurIPS2023 and interested in postdoc positions with @MSFTResearch ? Join me on Dec 14 at 9.15am at the @Microsoft booth for a morning coffee ☕️and a postdoc Q&A session. Full booth schedule is here:
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