Felix Dangel @f_dangel
Postdoc at the Vector Institute Toronto Joined August 2021-
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Felix Dangel retweeted
For the first time, we (with @f_dangel, @runame_, @k_neklyudov @akristiadi7, Richard E. Turner, @AliMakhzani) propose a sparse 2nd-order method for large NN training with BFloat16 and show its advantages over AdamW. also @NeurIPS workshop on Opt for ML arxiv.org/abs/2312.05705 /1
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Felix Dangel retweeted
The consensus in deep learning is that many quantities are not invariant under reparametrization. Our #NeurIPS2023 paper shows that they actually are if the implicitly assumed Riemannian metric is taken into account 🧵 arxiv.org/abs/2302.07384 w/ @f_dangel and @PhilippHennig5
Felix Dangel retweeted
It’s out! Oh boy! Probabilistic Numerics: big ideas for the internals of learning machines — and now also a BOOK, w/ @maosbot and @HansKersting! What is #ProbabilisticNumerics, and why does it matter for ML? Thread below, with a link to a free pdf of the book at the end :)
Which plane would you board? [#NeurIPS2021] Cockpit: Practical trouble-shooting of DNN training. Empowered by recent advances in autodiff. In collaboration with @frankstefansch1 & @PhilippHennig5.
Which plane would you board? [#NeurIPS2021] Cockpit: Practical trouble-shooting of DNN training. Empowered by recent advances in autodiff. In collaboration with @frankstefansch1 & @PhilippHennig5. https://t.co/8HBCnLnhdu
Felix Dangel retweeted
In our #NeurIPS2021 paper (arxiv.org/abs/2106.14806), we introduce laplace-torch for effortless Bayesian deep learning. Despite their simplicity, we find that Laplace approximations are surprisingly competitive with more popular approaches. youtu.be/nMONiYLWWOU
I'm excited to announce basic support for ResNets & RNNs in BackPACK 1.4 for @PyTorch! 🎉 Find out more in the tutorials: 📈 docs.backpack.pt/en/1.4.0/use_c… 📈 docs.backpack.pt/en/1.4.0/use_c… Thanks to Tim Schäfer for his work on the library in the past months 🙏.
Daanish @danishabbir
626 Followers 5K Following elk again. before: startup founder, ml eng (e.g. @nvidia), ee + english (@stanford)
Siddharth Singh @sid09_singh
431 Followers 721 Following I make neural nets run faster. PhD Student @hpc_group, UMD Research Internships @MSFTDeepSpeed and @NVIDIAAI Opinions are my own he/him
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Sebastian @se_zezulka
406 Followers 2K Following logico-empirical poststructuralistic propaganda | phd student philosophy of science and machine learning @ml4science | chair of the board @correlaid | 🏳️🌈
Sepehr Samavi @SepehrSamavi
148 Followers 281 Following PhD candidate in Robotics & AI @UofTRobotics @VectorInst
Alexei Karamazov @CousinKaramazov
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Pablo Sánchez @ML_pablosm
346 Followers 494 Following PhD student in Machine Learning at @MPI_IS @SIC_Saar #IMPRSIS. Previously in @uc3m.
sageev oore @osageev
1K Followers 1K Following One of the symptoms of an approaching nervous breakdown is the belief that one's work is terribly important -- bertrand russell
Emad Alanbari @EngEmad129
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Daniel Severo @_dsevero
2K Followers 956 Following Info theory and AI @AIatMeta @UofT @VectorInst. Previously @GoogleAI @UFSC 🇧🇷
Wu Lin @LinYorker
169 Followers 13 Following Postdoctoral fellow at @VectorInst. ML PhD at UBC. Mathematical and computational structures for ML. Geometric and algebraic methods.
Thaddäus Wiedemer @thwiedemer
93 Followers 202 Following PhD student at @MPI_IS + @uni_tue. Researching systematic/compositional generalization & robustness
Clément Jambon @clementjbn
370 Followers 2K Following Visiting student at SNU 🛬 MSc student at ETH Zürich 📚 Previously at Nvidia, Inria and École polytechnique 🔙 I hike and cycle during my free time 🏞️
SJWetzel @S_J_Wetzel
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Alexander Rubinstein @a_rubique
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Carlos Fabián @CarlosfDev
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Maurice Weiler @maurice_weiler
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Alireza Makhzani @AliMakhzani
2K Followers 894 Following Faculty Member @VectorInst, Associate Professor (status-only) @eceuoft, Canada CIFAR AI Chair
Anders Christensen @AndersChriii
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Jack Brady @jackhb98
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Eliezer de Souza da S.. @sereliezer
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Emanuele Ballarin @emaballarin
967 Followers 5K Following PhD student in (neuro-inspired) DL @UniTrieste. Also: adversarially-robust/trustworthy/Bayesian DL, kernel methods, computational neuroscience. Quantitativist.
Pietro Lesci @pietro_lesci
488 Followers 2K Following PhD student in Computer Science (NLP) @Cambridge_Uni. Passionate Musician, Professional debugger.
Mehil Shah @shahMehil_
116 Followers 330 Following Ph.D. Student in Computer Science @DalhousieU, RA @RaiseDal, Working at the intersection of DL and SE to build reliable, safe and trustworthy DL Systems!
Derek Tam @dtredsox13
141 Followers 196 Following PhD Student at UofT, Interested in Model Merging, Member of FBC Church.
kache (dingboard.com) @yacineMTB
52K Followers 3K Following i'm a swe. go to https://t.co/pWRBfY8kn2 - AI image editing IN YOUR BROWSER! follow to watch a self funded founder beat VC backed AI startups with @dingboard_
Andrei Nicolicioiu @anNicolicioiu
416 Followers 602 Following PhD student @Mila_Quebec researching robustness to distribution shifts. Previously: @MPI_IS, ML Researcher at @Bitdefender. https://t.co/Cyy1hSjGlK
Daniela Leite @leite_danie
41 Followers 185 Following Research Scientist at @intel Labs. PhD student in Machine Learning at @MPI_IS.
David Marx || digthat.. @DigThatData
4K Followers 2K Following Generative AI MLE, FOSS toolmaker, innovation catalyst @CoreWeave + @AiEleuther. AI enhanced creativity, philosophy of mind/science/probability
Felix Köhler @felix_m_koehler
1K Followers 424 Following 🤖 Machine Learning & 🌊 Simulation | 📺 YouTuber | 🧑🎓 PhD student @thuereyGroup
Agustinus Kristiadi @akristiadi7
303 Followers 65 Following Postdoc @VectorInst, prev PhD @uni_tue. Probabilistic deep learning, geometry, AI4Science.
Elisa Nguyen @_elinguyen
262 Followers 470 Following PhD Student in STAI group (https://t.co/MMYVUHhbeR) at @uni_tue and @MPI_IS (IMPRS-IS), part of @KImachtSchule and @VivaconAgua
Ilya Petrov @ptrvilya
152 Followers 229 Following PhD student @ Real Virtual Humans group (IMPRS-IS & @uni_tue) ex-Samsung AI
Luigi Gresele @luigigres
693 Followers 482 Following DDSA postdoc (@DataScienceDK) at @UCPH_Research. Interested in the cocktail-party problem, causal inference and identifiability. Previously @MPI_IS.
Benedikt Hosp @bw_hosp
39 Followers 92 Following Postdoctoral researcher in visual perception and machine learning @uktuebingen Zeiss Vision Science Lab
Gustavo Juantorena @GJuantorena
756 Followers 3K Following (Neuro)Biologist. Computer Science PhD student 🧠💻 @liaa_icc 🇦🇷 Computational Psychiatry / Digital Neuropsychology / Eye-tracking / online experiments
Kerstin Rau @kerstin_rau
96 Followers 86 Following PhD Student in @uni_tue at @ml4science, member of @KImachtSchule
Robert Scoble @Scobleizer
504K Followers 70K Following Follow me on my new podcast with AI startups, Unaligned. Tech industry color commentator since 1993. Author/Blogger. Former strategist @Microsoft.
Jonas M. Kübler @jonas_kubler
971 Followers 686 Following Applied Scientist @AWS | Did (Quantum) Machine Learning PhD @MPI_IS
Hans Kersting 💙�.. @HansKersting
835 Followers 332 Following Research scientist at Yahoo research in the scalable ML team. Working on ML for ad placement and recommender systems. Previously postdoc at INRIA and PhD at MPI
Rishubh Singh @rishubhsingh135
306 Followers 524 Following PhD student @epfl, Ex- @googleresearch, @graviton, @iitdelhi
sageev oore @osageev
1K Followers 1K Following One of the symptoms of an approaching nervous breakdown is the belief that one's work is terribly important -- bertrand russell
Kirill Neklyudov @k_neklyudov
676 Followers 253 Following
Wu Lin @LinYorker
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Boris Knyazev @BorisAKnyazev
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Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
David Duvenaud @DavidDuvenaud
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Matthew Johnson @SingularMattrix
12K Followers 3K Following Researcher at Google Brain. I work on JAX (https://t.co/UGa5tGfinF).
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 🧠🤖💥
Roger Grosse @RogerGrosse
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Nando de Freitas 🏳.. @NandoDF
97K Followers 658 Following I research intelligence to understand what we are, and to harness it wisely. I lead a wonderfully creative AI team at @GoogleDeepMind who inspire me everyday.
Stanislav Fort ✨�.. @stanislavfort
10K Followers 6K Following AI @GoogleDeepMind | Stanford PhD in AI & Cambridge physics | ex-{Anthropic, Stability, Google Brain} | techno-optimism+alignment+progress+growth 🇺🇸🇨🇿
Soumith Chintala @soumithchintala
186K Followers 877 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Matthias Bauer @MatthiasSBauer
925 Followers 168 Following Research Scientist at DeepMind. All opinions are my own
Thomas Viehmann @ThomasViehmann
5K Followers 0 Following Thunder at https://t.co/p7EZaYIpg1 Author of Deep Learning with PyTorch @[email protected]
ICML Conference @icmlconf
70K Followers 17 Following Int'l Conf on ML • July 21-27, 2024 (Vienna, Austria) • #icml2024 • Contact: https://t.co/6saHKWV01y • https://t.co/sFwmcQNWkE
Jürgen Schmidhuber @SchmidhuberAI
106K Followers 0 Following Invented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.
Ilya Sutskever @ilyasut
370K Followers 2 Following towards a plurality of humanity loving AGIs @openai
NeurIPS Conference @NeurIPSConf
111K Followers 35 Following New Orleans, Dec 10-16, 23. https://t.co/ga8aOw615g Tweets to this account are not monitored. Please send feedback to [email protected].
Oriol Vinyals @OriolVinyalsML
166K Followers 82 Following VP of Research & Deep Learning Lead, Google DeepMind. Gemini co-lead. Past: AlphaStar, AlphaFold, AlphaCode, WaveNet, seq2seq, distillation, TF.
Paul Fischer @95pfischer
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Leena C Vankadara @leenaCvankadara
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PyTorch @PyTorch
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Georg Martius @GMartius
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Alberto Bernacchia @AlbertoBernacc1
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ICLR 2024 @iclr_conf
41K Followers 40 Following International Conference on Learning Representations #ICLR2024. SPC is @yisongyue and GC is @_beenkim OpenReview:https://t.co/OD1sg0r7F8
Jonathan Wenger @JonathanWenger5
284 Followers 426 Following Postdoc @Columbia. PhD @uni_tue with @PhilippHennig5. I enjoy cycling.
AI Conference DL Coun.. @DlCountdown
16K Followers 11 Following Bot. I daily tweet progress towards machine learning and computer vision conference deadlines. Maintained by @chriswolfvision.
Tycho van der Ouderaa @tychovdo
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Zeynep Akata @zeynepakata
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Nina Effenberger (she.. @NinjaSophi
316 Followers 319 Following PhD student in Machine Learning in Sustainable Energy Systems at @uni_tue. Interested in probabilistic ML, climate science and sustainability.
Luigi Gresele @luigigres
693 Followers 482 Following DDSA postdoc (@DataScienceDK) at @UCPH_Research. Interested in the cocktail-party problem, causal inference and identifiability. Previously @MPI_IS.
Oriol Barbany @oriolbarbany
178 Followers 671 Following PhD student @IRI_robotics, @ELLISforEurope. Prev: @amazon, @epfl_en, @logitech.
Bill Psomas @bill_psomas
300 Followers 776 Following PhD @ntua working on #ComputerVision with @1avr1e & @tsioukarank. Former @inria, @IARAInews intern. Photographer. Crossfit freak. Music addict.
Michal Rolínek @MichalRolinek
729 Followers 297 Following abstract math -- theoretical CS -- AI & ML research -- algorithmic trading. One of the folks behind #blackboxbackprop, now just a hobby researcher :)
Georgios Arvanitidis @arvanitg
243 Followers 165 Following Assistant professor of machine learning, Technical University of Denmark (DTU)
Roberto Amoroso @roberto__mrs
88 Followers 185 Following @ELLISforEurope PhD Student @UNIMORE_univ | AI & Computer Vision
Adrián Arnaiz @Arnaiztech
710 Followers 1K Following ELLIS PhD Student in Algorithmic Fairness in Machine Leaning and Graph Neural Networks at @ELLISAlicante | @ELLISforEurope
Nicolò Ruggeri @_NickRuggeri_
200 Followers 323 Following PhD student in Machine Learning & Network Science @MPI_IS | @ETHHow can Kronecker-Factored Approximate Curvature (K-FAC) be generalised to modern deep learning architectures like transformers, graph, and convolutional neural networks? Find out in our #NeurIPS2023 spotlight paper! (1/10) arxiv.org/abs/2311.00636
Do we still need SGD/Adam to train neural networks? Based on our #NeurIPS2021 paper, we are one step closer to replacing hand-designed optimizers with a single meta-model. Our meta-model can predict parameters for almost any neural network in just one forward pass. (1/n)
PyTorch 1.10 is here! Highlights include updates for: - CUDA Graphs APIs updates - Several frontend APIs moved to Stable - Automatic fusion in JIT Compiler support for CPU/GPUs - Android NNAPI now in beta Blog: pytorch.org/blog/pytorch-1… Release: github.com/pytorch/pytorc…
PyTorch co-author Sam Gross (@colesbury) has been working on removing the GIL from Python. Like...we can start using threads again instead of multiprocessing hacks! This was a multi-year project by Sam. Great article summarizing it: lwn.net/SubscriberLink…
We have updated the arXiv version with some major improvements. Readability has been drastically improved 😉 and we now provide our own fast-and-simple scaling algorithm. Make sure to check it out again! arxiv.org/abs/2103.02631 2/6
We will be presenting Neural-GIF today @ICCV_2021( 16:00 CEST/10:00 EDT ) Webpage: virtualhumans.mpi-inf.mpg.de/neuralgif/ Video: youtube.com/watch?v=tlN72H…
Neural-GIF #ICCV2021. We use generalized Neural Implicit functions to control a neural implicit with pose. The trick to output such rich detail is to learn a deformation field before evaluating the neural distance field.
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