Sébastien Lachapelle @seblachap
Research Scientist at SAIL Montreal (Samsung) & PhD student @Mila_Quebec, @UMontrealDIRO interested in causality and identifiable representation learning. slachapelle.github.io Montréal, CA Joined March 2016-
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The ML community has been calling for a large scale climate dataset. In our recent Neurips 2023 publication, we introduce ClimateSet: A ➡️ large-scale ➡️ consistent ➡️ ML-accessible climate model dataset 🌍. 1/8 arxiv.org/abs/2311.03721 climateset.github.io
Interested in identifiable causal representation learning with flexible nonlinear modules? 👇 A summary of our #NeurIPS paper “Nonparametric Identifiability of Causal Representations from Unknown Interventions”. 📜 arxiv.org/abs/2306.00542 @MPI_IS @CambridgeMLG @DataSciColumbia
Tomorrow's CARE speaker is Jiaqi Zhang, telling us about her recent NeurIPS paper on learning causal variables *and* graphs using data from soft interventions! We're excited!
Tomorrow's CARE speaker is Jiaqi Zhang, telling us about her recent NeurIPS paper on learning causal variables *and* graphs using data from soft interventions! We're excited!
Chandler Squires @chandlersquires
2K Followers 233 Following Final year PhD student @ MIT. Causal structure & representation learning. Interested in philosophy of science/mind. causaldag: https://t.co/Oq0CGwPXDz…Patrik Reizinger @rpatrik96
948 Followers 150 Following 🇭🇺 🇪🇺 PhD student in ML @uni_tue, IMPRS-IS @MPI_IS, @ELLISforEurope. Causal representation learning, identifiability. https://t.co/TPP2SvzXATTaco Cohen @TacoCohen
21K Followers 3K Following Deep learner at FAIR. Into codegen, equivariance, generative models. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI.Maggie Makar @Maggiemakar
4K Followers 628 Following Assistant prof @umichcse. Previously @MIT_CSAIL. Machine learning. Causal models. Healthcare. Swimming. @[email protected] Opinions are my own.Jason Hartford @jasonhartford
1K Followers 2K Following Staff Research Scientist @valence_ai. Prev: postdoc at @Mila_Quebec with Prof Yoshua Bengio, PhD at @UBC_CS. South African 🇿🇦Julius von Kügelgen @JKugelgen
2K Followers 323 Following Postdoc with Jonas Peters at ETH. Interested in causal inference and machine learning. PhD from @MPI_IS and @CambridgeMLG. Banner credit: @xkcd.Murat Kocaoglu @murat_kocaoglu_
2K Followers 369 Following Asst. Prof. at Purdue ECE. Works on causal machine learning, deep generative models, information theory. Was at the MIT-IBM Watson AI Lab, UT Austin, Koc, METU.Sindy Löwe @sindy_loewe
3K Followers 360 Following PhD Student with @WellingMax at the University of Amsterdam. Deep Learning with Structured Representations.Ioannis Mitliagkas @bouzoukipunks
3K Followers 879 Following Associate prof. at the University of Montréal and Mila. Research scientist Google DeepMind. Previously Stanford; UT Austin.Sara Magliacane (she/.. @saramagliacane
3K Followers 1K Following Assistant professor @AmlabUva @UvA_Amsterdam & Research Scientist @MITIBMLab , #causality #CausalRepresentationLearning #causalityInspiredML, 🇮🇹🇸🇮 in 🇳🇱Uri Shalit @ShalitUri
6K Followers 1K Following Machine learning researcher, working on causal inference and healthcare applications. Associate prof @TechnionLive @[email protected] @urish.bsky.socialJoseph Viviano @josephdviviano
3K Followers 4K Following humanistic technology bretheren @MILA_Quebec & mentor @creativedlab ~ AI for Science ~ ex @deepgenomics & @CAMHResearch, intern @google & @imagia_aiMahta 💻🧠 @Mahtaao
1K Followers 591 Following https://t.co/U0KQVw53s1 Ph.D. student in AI @Mila_Quebec, @ppsp_team, @UMontreal ex Physics student @UWaterloo - @DataforGoodWR - and @Hexoskinaj @anndvision
1K Followers 666 Following research @Columbia. member of @blei_lab. prev @UniofOxford, @OATML_Oxford, @PVG_McGill, intern @Meta. he/they.Rickard Karlsson @RdKarlsson
295 Followers 228 Following PhD student working on causal inference & ML @tudelftArnav Jain @arnavkj95
340 Followers 1K Following PhD student University of Montréal and Mila Prev. Data & Applied Scientist, Microsoft | IIT KharagpurKshitij Gupta @ ICML @kshitijkgupta
529 Followers 204 Following Passionate about AGI | Interested in Scaling Laws, Multimodal Foundation Models, Memory & Reasoning! @Mila_Quebec | prev @DeepMind, @MicrosoftGemma Moran @gemma_e_moran
609 Followers 649 Following Assistant Professor @RutgersU Statistics | PhD from @Wharton Statistics | previously postdoc @blei_lab | she/herDinghuai Zhang 张鼎.. @zdhnarsil
2K Followers 1K Following PhD student at @Mila_Quebec. Ex intern at FAIR Labs @MetaAI. Previous math undergraduate at @PKU1898.Aynaz @aynazjavani
0 Followers 239 FollowingThuetiez @thuetiez11203
0 Followers 88 FollowingCasieCapata @CCapata42049
12 Followers 697 FollowingEva Louise Marie Gabr.. @e681554349
9 Followers 3K Following_Calliope @Calliope1585112
11 Followers 616 FollowingInfocenter @InfocenterIO
838 Followers 5K Following 2024 ServiceNow Partner of the Year 🏅 Leading @ServiceNow Elite Partner 4.94/5 Customer Satisfaction (CSAT) #DEVSHOP 🧑💻 #servicenow #servicenowpartnerEthan Weinberger @efweinberger
165 Followers 338 Following Machine learning for biology @UWCSE @suinleelab. @NSF GRFP fellow. Previously @yalePensé FFun @inftyCategory
108 Followers 6K FollowingData Science Research.. @ArionDas
360 Followers 2K Following Deep Learning || Research Work on ML, DL || Large Language Models || GANs || RAG || Competitive Programming || Generative AI || Optimization Algorithms || IIITRJonas Wahl @JonasChoice
81 Followers 219 Following researcher at climate informatics group @TUBerlin | formerly @hcm_bonn | member of @algoright_ | alumnus of @KU_Leuven | en/de/nl/frimanee @im_______ee
205 Followers 1K Following ML | DL | "Mais l'essentiel est invisible pour les yeux" | Thank God 🙏Sami Nas 👨⚕�.. @digitalhealthxx
8K Followers 9K Following Senior functional/technical consultant to bring added value via #digitalhealth #ai and #datascience based solutions #MedTwitterManjari Narayan | Sub.. @NeuroStats
6K Followers 6K Following Antedisciplinary Scientist @StanfordMed | PhD@RiceU_ECE | BS@ECEILLINOISBeauty_ @Beauty1324800
5 Followers 609 Followingelhult @el_hult
126 Followers 207 Following Account not currently in use. You find me as [email protected] on mastodonTheofanis Karaletsos @Tkaraletsos
4K Followers 2K Following Head of AI @cziscience | probabilistic and deep MLJuan A. Rodríguez @joanrod_ai
128 Followers 353 Following PhD Student at @Mila_Quebec and @etsmtl and researching at @ServiceNowRSRCH in Montreal. Previously at UPF and UAB-CVC. Working on Multimodal Generative Models.Portal @_portal_
306 Followers 62 Following Home of the TechBio community. LoGG/M2D2/CARE reading groups, blogs, events, and more.TL @TheMissingLogo
0 Followers 42 FollowingJuan L. Gamella @juangamella
9 Followers 13 FollowingFrancesco Montagna @fracesomotagna
60 Followers 122 Following PhD student at MaLGa (Genoa) | Formerly intern at Amazon AWS (Tübingen).Riashat Islam @riashatislam
2K Followers 1K Following Research Scientist. Prev PhD Student @Mila_Quebec. Previously, intern at @MSRMontreal, @MSRNYC @AppleMLRJonny @hsu_jonny
663 Followers 2K Following Exploring TechBio @valence_ai | 🏗️ community at https://t.co/zrM2lf8bQCArian Khorasani 🦅 @Arian_Khorasani
183 Followers 737 Following AI Researcher working with @irinarish at @cerc_aai @Mila_Quebec @UMontreal Interested in AGI ( Augmented General Intelligence )Danial @LifeAccToD
1 Followers 474 FollowingAbdelrahman Zayed @AbdelZayed1
106 Followers 245 Following Ph.D. candidate in @Mila_Quebec working on fairness in NLPTian-Zuo Wang @TianZuoWang1
47 Followers 159 Following Causal inference. Assistant researcher in School of Artificial Intelligence at Nanjing University.Jessica Schrouff @JessicaSchrouff
2K Followers 494 Following Senior Research Scientist @DeepMind. Interested in machine learning, trustworthy ML, causality, health, diversity, inclusion and equity. She/her.Nikhil Reddy @nikhil_reddy_cs
259 Followers 5K Following Ph.D student at the University of Queensland IIT Delhi Research Academy | Research areas: Data science, Computer visionAyush Pal @AyushPal_3_1415
270 Followers 5K Following TIFR (NIUS Physics) 2024 Fellow | Incoming Summer Research Intern at IIT Delhi | Ex Summer Research Intern in Physics at Miranda House, DU | BS (Physics)Joseph Paul Cohen @josephpaulcohen
1K Followers 562 Following CompSci + ML + Healthcare. @AWSCloud, @StanfordAIMI, @Mila_Quebec. Director of https://t.co/gYWXTek6yJ, https://t.co/N7PzI3iS7s, and https://t.co/1DBZ8BjgsG.Coastal & Corporate @refreshstream
269 Followers 2K Following Building systems to enable robots to understand the physical world, from it to bitXuheng Li @xuhengli_
303 Followers 798 Following CS PhD student @UCLA, supervised by @QuanquanGu | RL, deep learning theory, diffusion model | Previously BSc @PKU1898 | StargazerYanzc @Zyc52849491
68 Followers 494 Following I’m a visiting student at Polytechnic Montreal, my research interest includes transportation safety modeling, computer vision, statistics modeling.Victor Geadah @vgeadah
136 Followers 406 Following PhD student @Princeton, spending my time between applied maths and neuroscience. Previously maths part III @Cambridge_Uni , BSc @UMontreal and @Mila_Quebec.Mohammadreza Tavasoli.. @NaeiniTavasoli
29 Followers 1K Followingabullah @ume_abdullah08
15 Followers 710 FollowingGeo Visuals @Geo__Visuals
301 Followers 3K FollowingMd sayfullah haidar @sovon_haidar
26 Followers 724 Following Data Scientist Intern at https://t.co/xullxyaGHXYann LeCun @ylecun
711K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Chandler Squires @chandlersquires
2K Followers 233 Following Final year PhD student @ MIT. Causal structure & representation learning. Interested in philosophy of science/mind. causaldag: https://t.co/Oq0CGwPXDz…Patrik Reizinger @rpatrik96
948 Followers 150 Following 🇭🇺 🇪🇺 PhD student in ML @uni_tue, IMPRS-IS @MPI_IS, @ELLISforEurope. Causal representation learning, identifiability. https://t.co/TPP2SvzXATIrina Rish @irinarish
9K Followers 994 Following prof UdeM/Mila; Canada Excellence Research Chair; AAI Lab head https://t.co/UzlrC7ZrGF; INCITE project PI https://t.co/0rV7szd7rH; CSO https://t.co/XDhj6MEtUjTaco Cohen @TacoCohen
21K Followers 3K Following Deep learner at FAIR. Into codegen, equivariance, generative models. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI.Andrej Karpathy @karpathy
978K Followers 904 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥Jason Hartford @jasonhartford
1K Followers 2K Following Staff Research Scientist @valence_ai. Prev: postdoc at @Mila_Quebec with Prof Yoshua Bengio, PhD at @UBC_CS. South African 🇿🇦Judea Pearl @yudapearl
76K Followers 187 Following Student of causal inference, human reasoning, and history of ideas, all viewed through the sharp lens of artificial intelligence.Julius von Kügelgen @JKugelgen
2K Followers 323 Following Postdoc with Jonas Peters at ETH. Interested in causal inference and machine learning. PhD from @MPI_IS and @CambridgeMLG. Banner credit: @xkcd.Murat Kocaoglu @murat_kocaoglu_
2K Followers 369 Following Asst. Prof. at Purdue ECE. Works on causal machine learning, deep generative models, information theory. Was at the MIT-IBM Watson AI Lab, UT Austin, Koc, METU.Dan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)Sindy Löwe @sindy_loewe
3K Followers 360 Following PhD Student with @WellingMax at the University of Amsterdam. Deep Learning with Structured Representations.Ioannis Mitliagkas @bouzoukipunks
3K Followers 879 Following Associate prof. at the University of Montréal and Mila. Research scientist Google DeepMind. Previously Stanford; UT Austin.Sara Magliacane (she/.. @saramagliacane
3K Followers 1K Following Assistant professor @AmlabUva @UvA_Amsterdam & Research Scientist @MITIBMLab , #causality #CausalRepresentationLearning #causalityInspiredML, 🇮🇹🇸🇮 in 🇳🇱Gabriel Peyré @gabrielpeyre
92K Followers 449 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.Kevin Patrick Murphy @sirbayes
42K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).Joey Bose @bose_joey
2K Followers 254 Following Post-doc @UniofOxford w/@mmbronstein. Interested in Geometry ∩ Generative Models. Ex-@Mila_Quebec @QCOMResearch @MetaAI, @UberAILabs, @BorealisAI, @UofT.Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVUri Shalit @ShalitUri
6K Followers 1K Following Machine learning researcher, working on causal inference and healthcare applications. Associate prof @TechnionLive @[email protected] @urish.bsky.socialJonny @hsu_jonny
663 Followers 2K Following Exploring TechBio @valence_ai | 🏗️ community at https://t.co/zrM2lf8bQCTom Ringstrom 🦡 @no_reward_for_u
755 Followers 2K Following Reward-Free, Model-based Maximalist. Self-Preserving Autonomous Agents. Computational theories of intelligence grounded in compositional control.Anirudh Goyal @anirudhg9119
5K Followers 487 Following Gemini ♊ Spent time at @Berkeley_EECS, @MPI_IS, @DeepMind.Zoubin Ghahramani @ZoubinGhahrama1
24K Followers 615 Following VP Research, Google DeepMind, ex-head of Google Brain. Professor at University of Cambridge. Machine Learning Researcher. ex-Chief Scientist & VP of AI, Uber.Jessica Schrouff @JessicaSchrouff
2K Followers 494 Following Senior Research Scientist @DeepMind. Interested in machine learning, trustworthy ML, causality, health, diversity, inclusion and equity. She/her.Victor Geadah @vgeadah
136 Followers 406 Following PhD student @Princeton, spending my time between applied maths and neuroscience. Previously maths part III @Cambridge_Uni , BSc @UMontreal and @Mila_Quebec.Gauthier Gidel @gauthier_gidel
1K Followers 183 Following I am an assistant professor at Université de Montréal (UdeM) at DIRO, a core faculty member of Mila, and a Canada CIFAR AI chair holderJunghyun Lee @AISTATS.. @nick_jhlee
500 Followers 1K Following PhD student at OSI & OptiML Lab @kaist_ai Interests: ML/RL/DL Theory, bandits, algorithmic fairness, statistics, probability, graphs, applied mathematicsXiao Fu @XOsueecs
303 Followers 719 Following Associate Professor with EECS at Oregon State Univ., CUHK alum, 4 winters in Minnesota, Signal Processing, Machine Learning, NMF & Tensors, opinions are my ownSheldon Axler @AxlerLinear
12K Followers 29 Following Emphasis here on 3 of my books: (1) Linear Algebra Done Right; (2) Measure, Integration & Real Analysis; (3) Harmonic Function Theory (with Bourdon & Ramey).Borysław Paulewicz @BRSLWP
475 Followers 158 Following ***** *** (meta-)theoretical analysis, statistical and causal inference, cognitive psychology https://t.co/gJ06DHJut8… https://t.co/eN3VzCwEFj Jagiellonian UniversityHelen Zhang @HelennnnnnZhang
68 Followers 425 Following PhD student at Mila/UdeM, previously MSc at UBCEmanuele Marconato @ema_marconato
474 Followers 711 Following National PhD student in Artificial Intelligence at @Unipisa and @UniTrento_DISI. Past MSc at @unito and visiting student at Clarendon Lab in @UniofOxford.Audrey Durand @audurand
1K Followers 406 Following Interested in ML approaches that learn by interaction with their environments, e.g. bandits or RL methods, and their applications to healthcare problems.kspt @jimin926
152 Followers 5K Following Anarchist I ACAB I Nonbinary l Vegan I ⚽️ARSENAL⚽️ just want to think about maths and physicsRayna Andreeva @randreeva1
313 Followers 1K Following PhD Biomedical AI student @BiomedAI_CDT; Topological Data Analysis; Machine learning. Visiting PhD student @inria_paris @helmholtz_ai. Past: Intern @GoogleAmir-Hossein Karimi @amirhkarimi_
2K Followers 2K Following 🇮🇷 🇨🇦 👨🏻🏫 Asst Prof of ML @UWaterloo & Faculty Affiliate @VectorInst 🔎 Explainable AI, Human-AI Teams 🧠🤖 ex-{@DeepMind, @GoogleAI, @Meta} CHARM Lab👇Arnab @ArnabMondal96
581 Followers 413 Following Ph.D. candidate @mcgillu + @Mila_Quebec | @ServiceNowRSRCH | Undergrad @IITKgp | Formerly: @MSFTResearch @Apple @samsungresearchShahab Bakhtiari @ShahabBakht
3K Followers 1K Following || assistant prof @UMontreal || leading the systems neuroscience and AI lab (SNAIL) || @Mila_Quebec || #NeuroAI || vision and learning in brains and machinesKanishk Gandhi @gandhikanishk
921 Followers 692 Following Phd @Stanford CS; w/ Noah Goodman, Dorsa Sadigh | Prev: @LakeBrenden @NYUDataScience, @IITKanpur, @Path_AIYuki Mitsufuji @mittu1204
3K Followers 98 Following PhD, Distinguished Engineer @Sony, Lead Research Scientist @SonyAI_global, Head of Creative AI Lab, Specially Appointed Associate Prof. @tokyotech_jpAngela Zhou @angelamczhou
1K Followers 472 Following Assistant Prof @ USC Marshall Data Sciences and OperationsJohnny @quanhanxi
134 Followers 255 Following ML Research Intern @valence_ai. PhD Student @UBCStatistics.Probability and Stati.. @probnstat
33K Followers 332 Following Probability. Statistics. Machine Learning. Data Science.Charles Guille-Escure.. @Cguille_escuret
373 Followers 345 Following PhD Student at Mila in Deep Learning and optim for ML. ENS alumni. interest in optim, DL theory, conformal predictionsPerouz Taslakian @PerouzT
111 Followers 171 Following I am a Research Scientist in machine learning at Service Now. Previously, I was a Research Scientist at Samsung AI Center and a professor at AUA.Dingling Yao @Dingling_Yao
65 Followers 92 FollowingAdam Gayoso @adamgayoso
1K Followers 655 Following Research Scientist @GoogleDeepMind | PhD from @ucberkeley in Computational Biology | Views are my ownPeter Louis ⚕️�.. @MDJDPathology
801 Followers 4K Following Rutgers RWJMS Pathology & Laboratory Medicine, Computational Pathology, Precision Medicine, Data Science, Machine Learning, T/RT = me, myself & #AIUtsav Sadana @utsavsadana
168 Followers 393 Following I am assistant professor of Operations Research at the University of MontrealJulia Kaltenborn @JuliaKaltenborn
471 Followers 386 Following Machine Learning for Climate Science. Research MSc @mcgillu / @Mila_Quebec. Co-Founder of Unser Dialog. @aihelpsukraine She/Her.Hannah Ritchie @_HannahRitchie
85K Followers 1K Following Deputy Editor @OurWorldinData / Researcher at @UniofOxford / Honorary Fellow at @EdinburghUni @EdCentreCC / Not the End of the World: https://t.co/FoINhggvoRHouari Sahraoui @sahraouh
141 Followers 8 FollowingPrasanna Mayilvahanan @prasannamayil
111 Followers 356 Following PhD student in ML at @MPI_IS. Trying to understand how ML models generalize.Thaddäus Wiedemer @thwiedemer
93 Followers 202 Following PhD student at @MPI_IS + @uni_tue. Researching systematic/compositional generalization & robustnessNando Fioretto @nandofioretto
2K Followers 652 Following Assistant Professor of Computer Science at @UVA. I work on machine learning, optimization, and Responsible AI (differential privacy & fairness).Anthropic @AnthropicAI
262K Followers 26 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant Claude at https://t.co/aRbQ97uk4d.Mark Tenenholtz @marktenenholtz
114K Followers 544 Following Head of AI @PredeloHQ. XGBoost peddler, transformer purveyor.Sergey Plis @PlisSergey
3K Followers 1K Following Associate Professor of Computer Science at Georgia State University. I conduct research and provide consulting on #ML and #DL in #neuroimagingAlessandro Suglia @ale_suglia
974 Followers 1K Following Assistant Professor @HeriotWattUni/@NRobotarium & Head of Visual Dialogue at @helloalana; PhD @EDINRobotics; Former Research Intern @MetaAI and @AmazonScience.Micha Heilbron @m_heilb
2K Followers 1K Following Assistant Professor of Cognitive AI @UvA_Amsterdam, @AmsterdamBrain. cognitive science 🤝 AI 🤝cognitive neuroscience. https://t.co/jFl8kiXI3PAbhinav Kumar @abhinav_kumar14
223 Followers 698 Following Causality | Ph.D. Candidate @MIT | Physics I narrate (probably approximately correct) causal stories. Past: Research Fellow @MSFTResearchLaurent Charlin @lcharlin
1K Followers 196 Following Machine learning professor at Mila & HEC Montréal.Paris Giampouras @parisgiampouras
171 Followers 694 Following Assistant Professor #MachineLearning | #AI | #DataScience @WarwickDCS @UniofWarwick || prev. @JohnsHopkins, #NOA @uoaofficial @ecentua. Views are my own.6/ In addition to my co-authors, a huge thank you to @seblachap for showing me basic proof techniques for non-linear ICA theory during CLeaR 2023, which helped me a great deal in getting started with this project!
Join us at CARE tomorrow for @seblachap 's work that provides a theoretical underpinning to many of the recent papers on object centric learning.
We're excited to have @seblachap presenting his work on additive decoding and extrapolation at the CARE reading group tomorrow! bit.ly/3x3kuRu
We're excited to have @seblachap presenting his work on additive decoding and extrapolation at the CARE reading group tomorrow! bit.ly/3x3kuRu
If you’re interested in this work, be sure to also check out work by the amazing @seblachap who, in parallel, made a similar realization about additive decoders: arxiv.org/abs/2307.02598
New paper!! We found a pattern in how NNs extrapolate: as inputs become more OOD, model outputs tend to go towards some “average”-like prediction. What is this “average”-like prediction? Why does this happen? Can we leverage this to better handle OOD inputs? (Spoiler: Yes!) 🧵:
The electronic version of the new fourth edition of my book Linear Algebra Done Right has now been downloaded over 80 thousand times in the two months since it was released. The electronic version of this Open Access book is freely available at linear.axler.net. The print…
@_peyman_m See page xvi of the new fourth edition (freely available at linear.axler.net) for a list of major additions and improvements for the new fourth edition.
News: I will defend my PhD dissertation "Optimisation in Neurosymbolic Learning Systems" on the 15th of January! 👨🎓 On the morning of the 15th, we organise a mini-symposium on Probabilistic Learning & Reasoning. Join us at the VU Amsterdam! More info 👇
@seblachap @divyat09 That’s a huge audience! Congrats @seblachap
How does perception of objects arise? Objects undergo huge changes in appearance due to deformation, perspective change, & dynamic occlusion. We prove from first principles that it’s possible, without learning, to perceive invariant objects despite this. arxiv.org/abs/2107.02036
Excited to present several works @NeurIPSConf with amazing collaborators: - Modulated ODEs (arxiv.org/abs/2302.13262) on Wed at 10:45 @AmandaIlze @CagatayDemiralp @egavves @MatthiasBethge - DAFT-RL (arxiv.org/abs/2307.09205) on Wed at 5pm @ffeng01 - 4 posters at @crl_neurips2023
The ML community has been calling for a large scale climate dataset. In our recent Neurips 2023 publication, we introduce ClimateSet: A ➡️ large-scale ➡️ consistent ➡️ ML-accessible climate model dataset 🌍. 1/8 arxiv.org/abs/2311.03721 climateset.github.io
It’s been 3 months since I joined @ISTAustria and I’m having the best time! I’m at #NeurIPS for the week, if youwant to meet, send me a message!
@ISTAustria welcomes new assistant professor @FrancescoLocat8. The computer scientist’s research focuses on advancing AI and machine learning to understand cause-and-effect connections, marking the next step in their evolution. More here 🔗 bit.ly/41eMc8U
Also, join the CRL Workshop (@crl_neurips2023) on Fri: I’ll give an invited talk & w. great collaborators (@FrancescoLocat8,@Dingling_Yao,@CianEastwood,@Danrunnnn,@saramagliacane,@seblachap,@PerouzT,...) we’ll present 4 posters on different aspects of CRL. crl-workshop.github.io
About to board my plane en route to NeurIPS and I’m super excited to be attending for the first time! If you’re also there and want to meet up or you have a poster or talk that I shouldn’t miss, ping me! Looking forward to seeing many familiar faces and meeting new ones :)
My PhD student @seblachap will present this cool work at #NeurIPS2023 next Tuesday; I'll be there too! See you there!
1/ Excited for our oral presentation at #NeurIPS2023 on "Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation"! A theoretical paper about object-centric representation learning (OCRL), disentanglement & extrapolation arxiv.org/abs/2307.02598
@seblachap This is cool, where/when is the oral presentation happening?