Nuit Blanche: A Technical Blog @NuitBlog
Defeating the curse of dimensionality one algorithm at a time. 7M+ pageviews so far..Also the Advanced Matrix Factorization Jungle page https://t.co/dpQgesm8SY nuit-blanche.blogspot.com Paris, France Joined April 2019-
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It was not just a signal processing course. It was the compressive Sensing chapter!
It is with great sadness that the Simons Foundation announces the death of its co-founder and chair emeritus, James Harris Simons. Jim was an award-winning mathematician, a legendary investor and a generous philanthropist. simonsfoundation.org/2024/05/10/sim…
Thrilled to share the recording from my Simons Foundation Presidential lecture given last Wednesday. What else than: Statistical Physics of Machine Learning :). youtu.be/TLHYwbrhGJc?si…
📢 Our new work LESS leverages the observation that pretrained LLMs Attention has intrinsically sparse+lowrank structure. ☝️So at inference time, we can decompose KV Cache into constant sparse and RNN states (because lowrank attention is RNN). This also explains why the recent wave of Transformer alternatives can get closer / surpass Transformers performance. Because I basically view Megalodon, Griffin, Mamba, RWKV or earlier ones like Performer, Reformer as one of the Sparse or /➕ Lowrank (rnns/ssms are lowrank attn to me😁) approx.
Upgrade your LLM KV cache eviction policy with LESS, our method to retain local and global information during generation with pretrained LLMs! Excited to share this at ICML! Paper: arxiv.org/abs/2402.09398 w/ @Xinyu2ML, @KyriectionZhang , Zhangyang Wang, Yuejie Chi, @BeidiChen
L1 regularization for sparse solutions - as usually taught - is actually terrible in practice! I’m always surprised how few people know this. To get good results, retrain with the sparsity pattern found from the initial L1 run, but without the regularizer. Works much better.
I was genuinely impressed with how bad L1 regularization really is... And it's used *everywhere* in ML as some sort of silver bullet.
Any papers in compressive Sensing?
I just added the rejections of the articles that first reported the Feigenbaum constant. The research spread widely by snail mail preprints. Feigenbaum was quite affected and kept the rejection letters for years in his top drawer. blog.slavovlab.net/2014/08/15/pap……
🎉@LightOnIO introduces Mambaoutai 1.6B: A game-changer in AI! With the novel WSD learning rate scheduler & positional weighting, it sets new standards for efficiency & accuracy. Dive into the future of #AI_Language_Models with our latest blogpost➡️lighton.ai/fr/blog/blog-4…
Widgerson: Turing x.com/boazbaraktcs/s…
Tao: Fields medal Donoho: Gauss prize Candès: MacArthur Genius Parisi: Nobel prize Talagrand: Abel prize Who am I missing?
People seem to think that Abe Wald's study on survivorship of WW2 planes amount to "shielding where there aren't holes". Zooming out from the question asked of him: the really efficient shielding was a slew of accompanying P51s. #MastersoftheAir
Tao: Fields medal Donoho: Gauss prize Candès: MacArthur Genius Parisi: Nobel prize Talagrand: Abel prize Who am I missing?
Michel Talagrand was awarded the 2024 Abel Prize this Wednesday for work that has helped define the best, worst and average outcomes of problems involving randomness. quantamagazine.org/michel-talagra…
Michel Talagrand has been awarded the Abel Prize, one of the highest honors in mathematics, for applying tools from high-dimensional geometry to complex probability problems. @jordanacep reports: quantamagazine.org/michel-talagra…
It used to be similar in Compressive Sensing with Nuit Blanche. I was really uneasy about it sometimes.
Being tweeted about by @arankomatsuzaki is more selective than any ML venue (and probably @_akhaliq too) Check out "Tweets to Citations: Unveiling the Impact of Social Media Influencers on AI Research Visibility" to see the impact on your citations. arxiv.org/abs/2401.13782
Nick Higham's blog was a gold mine nhigham.com
We mourn the loss of Prof Nick Higham FRS, leading British numerical analyst and former president of @TheSIAMNews. Our thoughts are with his family and colleagues @ManUniMaths nhigham.com
Come as you are! lighton.ai/jobs
Come as you are! We have 🚀8 job openings 🚀 at @LightOnIO across various teams, technical and business. Join us into making Enterprise LLMs the only thing! Full remote OK for tech positions. lighton.ai/en/jobs
Come as you are! We have 🚀8 job openings 🚀 at @LightOnIO across various teams, technical and business. Join us into making Enterprise LLMs the only thing! Full remote OK for tech positions. lighton.ai/en/jobs
We are excited as well! The meetup link is here: meetup.com/lighton-meetup…
Come and join the discussion on long sequence generation of #LLMs (10am EDT). I'll talk about recent work on efficient LLM inference, e.g., H2O, StreamingLLM, Dejavu, from different perspectives: 1) Efficiency: reduce KVCache & weight IOs bottleneck 2) New ability: interesting
Come and join the discussion on long sequence generation of #LLMs (10am EDT). I'll talk about recent work on efficient LLM inference, e.g., H2O, StreamingLLM, Dejavu, from different perspectives: 1) Efficiency: reduce KVCache & weight IOs bottleneck 2) New ability: interesting insights that enables infinite streaming setting. You'll hear how these three work iteratively inspires each other to produce interesting results 😆 and a discussion on potential paths towards REAL infinite context modeling. PS: Very excited to speak at @LightOnIO meet up again after 3 years! arxiv.org/abs/2306.14048 (h2o) arxiv.org/abs/2309.17453 (streamingllm) openreview.net/pdf?id=wIPIhHd… (dejavu)
📢 Join us for @LightOn #AI Meetup on Oct 27, 4-5 PM CEST! Dive into the latest in large language models. Highlight: Talk by @BeidiChen Assistant Professor at Carnegie Mellon University and Visiting Research Scientist at FAIR, Meta.⏰: meetup.com/lighton-meetup…
Dictionary learning works! Using a "sparse autoencoder", we can extract features that represent purer concepts than neurons do. For example, turning ~500 neurons into ~4000 features uncovers things like DNA sequences, HTTP requests, and legal text. 📄transformer-circuits.pub/2023/monoseman…
A day after David Donoho explains the acceleration of AI, the folks at @AnthropicAI come up with work showing that LLM encode knowledge in a compressive fashion. arxiv.org/abs/2310.00865
The fact that most individual neurons are uninterpretable presents a serious roadblock to a mechanistic understanding of language models. We demonstrate a method for decomposing groups of neurons into interpretable features with the potential to move past that roadblock.
Ulugbek S. Kamilov @prof_kamilov
6K Followers 2K Following Professor UW-Madison 🇺🇸 | Ex: WashU, Google, Microsoft, MERL, Stanford, MIT, CMU, EPFL | AI for Imaging | Tashkent 🇺🇿 I write about science and academia.
Gabriel Peyré @gabrielpeyre
101K Followers 446 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.Igor Carron @IgorCarron
6K Followers 6K Following Stealth. Previously CEO https://t.co/b9fz6WvPJ5 @LightOnIO Paris ML Meetup (8200+) @ParisMLGroup https://t.co/jY1eeMkYzc (10M+ pgviews) Rocket Scientist
Computational Imaging... @uwcig
1K Followers 156 Following Computational Imaging Group (CIG) at UW-Madison. Computational Imaging, Biomedical Imaging, Optimization, and AI. Director @ukmlv.
Vivek Goyal @ProfessorGoyal
776 Followers 196 Following
Laurent Daudet @Laurent_Daudet
1K Followers 1K Following Prof @univ_paris_cite. Exec director of AI @ENS_ULM. Co-founder at https://t.co/7tBdXi858t. Co-author of Dream Machine graphic novel on AI. PP by @WorldOfHalahala
Michael Bronstein @mmbronstein
58K Followers 8K Following #DeepMind Professor of #AI @UniofOxford / Director #AITHYRA / Chief Scientist @proximabio / https://t.co/kZpGpDAw4t (opinions are mine) 🤖🧪🧬🎶🐎
Laurent Duval (resear... @laurentduval
904 Followers 513 Following Terrible puns #datascience #machinelearning #science #radio #music #anagram @laurentduval.bsky.social @[email protected] Opinions are nine
sylvain Gigan @sylvaingigan
5K Followers 2K Following Prof. @ScienceSorbonne | PI @comedialkb @lkb_lab @ENSParis - account currently not in use.
Mario Figueiredo @mariotelfig
2K Followers 467 Following Distinguished Prof of ECE and Feedzai Prof of machine learning @istecnico, @itnewspt Professor, photographer, music lover, curious about almost everything.
𝗔𝘆𝘂𝘀𝗵 @AB2World
614 Followers 362 Following @MIT Alum • EEE Faculty, Imperial College London @imperialeee. Current work: •- Inverse Problems •- Unconventional Sensing/Imaging. (Not so regular on twitter)
Simone Scardapane @s_scardapane
12K Followers 659 Following I fall in love with a new #machinelearning topic every month 🙄 | Researcher @SapienzaRoma | Author: Alice in a diff wonderland https://t.co/A2rr19d3Nl
Delip Rao e/σ @deliprao
70K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Low-rank Jack (go mat... @jacquesdurden
548 Followers 364 Following Follow me on Mastodon: @[email protected] (link below) I do not post anything anymore here. Just exit the faXist network.
Waheed U. Bajwa @SigProcessing
1K Followers 1K Following Professor @RutgersNB | Director @RutgersECE INSPIRE Lab | Student of #SignalProcessing, #MachineLearning, and #Statistics | 🇵🇰🇺🇸 | Img: SCholewiak (flickr)
Alex Dimakis @AlexGDimakis
24K Followers 3K Following Professor, UC berkeley | Founder @bespokelabsai |
Tom Goldstein @tomgoldsteincs
28K Followers 2K Following Professor at UMD. AI security & privacy, algorithmic bias, foundations of ML. Follow me for commentary on state-of-the-art AI.
Lei Tian @LeiTian14
2K Followers 4K Following Assoc. Prof. @BU_ece. Ex. MIT, UC Berkeley, Tsinghua U. working on computational imaging.
Complex Media Optics ... @comedialkb
2K Followers 310 Following *Now on bluesky* we are the "Complex Media Optics" team of @lkb_lab -Principal Investigators @sylvaingigan @DeAguiar_ENS .
Krzakala Florent @KrzakalaF
3K Followers 443 Following I like Physics, Statistics, Machine learning, Computer Science & above all playing 🎸. Happy dad 👧 👧. Also professor @ EPFL. Views are my own.
luca teodorescu @luacteo
2 Followers 224 Following tweeking neurones on self and others @inria | equivariant neural networks
nucleus @swinginfull
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Bahadir Durmaz @baha_dmz
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Beando @sadishradishcat
163 Followers 2K Following cmu to nyc latent space consists of woof and meow
pepepepep @ooppppp33
108 Followers 4K Following Time is #Quantum。#Rhetoric & #Neuromarketing。Stats MSc。Trade Prop & $Crypto 。#DLT,#AI,#IoT,#CRISPR hobbist。#Pentester & #Python dev ♤ 。@Gwern
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304 Followers 469 Following vi/vim. AI must be really open: research & weight. Deep Learning & Vision PhD. LLM R&D @ LightOn. Libertarien. #JeSuisNicolas
OptYu @OptYu_HENU
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Matthias Schöning @Schoemat92
123 Followers 2K Following artist painting and design musician Intensive Care Unit Nurse food technologist butcher master sportsman
Chaurasiya @Chaurasiya5
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Michael Evans @TeamTock
611 Followers 2K Following TOCK Analytics (my math project and totally awesome vaporware company that has fun). Exploring the world of applied category theory. Proven critical systems.
Federica @fgerace_
42 Followers 66 Following
eclectic leaps @eclecticleaps
60 Followers 1K Following Eclectic interests including AI, media and complex systems. Making a splash is our purest form.
Matt S @TheOneMattS
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conan kinde @ConanKinde
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Tom Hebbron @tomhebbron
116 Followers 2K Following
Observer @onlyStarGazer
8 Followers 583 Following
Muzaffer Kal @🏡 �... @MuzafferKal_
2K Followers 7K Following Chips: ASIC, FPGA. CV/ML. Duck pictures by the lake. Some bread making.
Andrew Ashworth @fluxatron
8 Followers 21 Following
John McGarry @eJohnMcg
447 Followers 239 Following I don’t have a point of view; know not where I’m going to.
Aaron Hardin @aihardin
362 Followers 1K Following a tangled bank of biology, computers, and star wars
Grey @nashaez78497
76 Followers 5K Following See the world on the road, and get to know yourself on the way!
Nullius in Verba @TrustNoClaims
5 Followers 235 Following
Minh Khôi @_minhkhoi
17 Followers 260 Following Graduated CS student, focusing on System and Machine Learning
Murat emre Erkoç @meerkoc
1 Followers 40 Following
Nguyễn Nhật Minh ... @_minhkhoi_
4 Followers 113 Following
Testish @Testish452224
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Jiaming Liu @Jiaming__Liu
287 Followers 846 Following PhD in EE,computational imaging group (CIG)@wustlcig , Washington University in St.Louis (WUSTL).
Ulugbek S. Kamilov @prof_kamilov
6K Followers 2K Following Professor UW-Madison 🇺🇸 | Ex: WashU, Google, Microsoft, MERL, Stanford, MIT, CMU, EPFL | AI for Imaging | Tashkent 🇺🇿 I write about science and academia.
Peyman Milanfar @docmilanfar
114K Followers 596 Following Distinguished Scientist at Google. National Academy of Engineering. Computational Imaging ∩ AI. Posts are personal opinions
Gabriel Peyré @gabrielpeyre
101K Followers 446 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Yann LeCun @ylecun
1.2M Followers 787 Following Professor at NYU & Executive Chairman at AMI Labs. Ex-Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Igor Carron @IgorCarron
6K Followers 6K Following Stealth. Previously CEO https://t.co/b9fz6WvPJ5 @LightOnIO Paris ML Meetup (8200+) @ParisMLGroup https://t.co/jY1eeMkYzc (10M+ pgviews) Rocket Scientist
Lenka Zdeborova @zdeborova
16K Followers 461 Following Professor at EPFL. Une mathémaphysinformaticienne. Passionate mushroom hunter. Tamer of two little dragons.
Ben Recht @beenwrekt
35K Followers 325 Following optimization. machine learning. uc berkeley. I blog at https://t.co/fkJujOPsJb The world won't end.
Computational Imaging... @uwcig
1K Followers 156 Following Computational Imaging Group (CIG) at UW-Madison. Computational Imaging, Biomedical Imaging, Optimization, and AI. Director @ukmlv.
Yi Ma @YiMaTweets
122K Followers 756 Following Chair Professor in AI, Hong Kong University. A Mathematical Theory of Intelligence/Memory: https://t.co/leZlkURb7j
Vivek Goyal @ProfessorGoyal
776 Followers 196 Following
Laurent Daudet @Laurent_Daudet
1K Followers 1K Following Prof @univ_paris_cite. Exec director of AI @ENS_ULM. Co-founder at https://t.co/7tBdXi858t. Co-author of Dream Machine graphic novel on AI. PP by @WorldOfHalahala
Kyle Cranmer @KyleCranmer
18K Followers 3K Following Director Data Science Institute @UWMadison @datascience_uw. EiC @MLSTjournal. Physics, stats/ML/AI, open science. same handle @sigmoid.social and bsky
Pierre Vandergheynst @trekkinglemon
3K Followers 230 Following Educator, scientist. Dad+++. I dig data and tweet about autism awareness. Opinions my own.
Michael Bronstein @mmbronstein
58K Followers 8K Following #DeepMind Professor of #AI @UniofOxford / Director #AITHYRA / Chief Scientist @proximabio / https://t.co/kZpGpDAw4t (opinions are mine) 🤖🧪🧬🎶🐎
Dan Roy @roydanroy
67K Followers 2K Following @Google DeepMind. On leave, Canada CIFAR AI Chair and Former Research Director, @VectorInst. Professor, @UofT (Statistics/CS). Views are my own.
Martin Vetterli @MartinVetterli
18K Followers 2K Following President and Professor of Engineering at @EPFL. My account is not active anymore, follow me on LinkedIn. Why? https://t.co/jsfKMNy4kL
Shubhendu Trivedi @_onionesque
10K Followers 897 Following Cultivated Abandon. Twitter interests: Machine learning research, applied mathematics, mathematical miscellany, ML for physics/chemistry, books.
Laurent Duval (resear... @laurentduval
904 Followers 513 Following Terrible puns #datascience #machinelearning #science #radio #music #anagram @laurentduval.bsky.social @[email protected] Opinions are nine
sylvain Gigan @sylvaingigan
5K Followers 2K Following Prof. @ScienceSorbonne | PI @comedialkb @lkb_lab @ENSParis - account currently not in use.
Mario Figueiredo @mariotelfig
2K Followers 467 Following Distinguished Prof of ECE and Feedzai Prof of machine learning @istecnico, @itnewspt Professor, photographer, music lover, curious about almost everything.
Federica @fgerace_
42 Followers 66 Following
Minh Khôi @_minhkhoi
17 Followers 260 Following Graduated CS student, focusing on System and Machine Learning
IEEE Trans. on Comput... @IEEE_TCI
643 Followers 267 Following Official account for the IEEE Trans. on Computational Imaging journal. Check out our spotlight talks: https://t.co/K2swm1kowl
Stanley H. Chan @stanley_h_chan
7K Followers 134 Following Professor | computational imaging | machine learning | Purdue ECE
Hilton B. de Aguiar @deAguiar_ENS
618 Followers 445 Following shooting lasers on milk and brain, all controlled by computers. currently @Lab Kastler-Brossel, ENS/Paris. thoughts r from hilton, not Paris. PI @comedialkb
Zhaoran Wang @zhaoran_wang
5K Followers 1K Following Associate Professor @NorthwesternU | PhD @Princeton | studying Reinforcement Learning
Jason Lee @jasondeanlee
36K Followers 5K Following Associate Professor CS/stats UC Berkeley. Former Research Scientist at Google DeepMind. ML/AI Researcher working on LLMs and deep learning. PhD at Stanford.
Qi Lei @Qi_Lei_
4K Followers 1K Following Assistant professor in Math and Data Science, NYU, Postdoc at Princeton ECE, PhD from UT Austin, interested in machine learning, deep learning and optimization
Tom Goldstein @tomgoldsteincs
28K Followers 2K Following Professor at UMD. AI security & privacy, algorithmic bias, foundations of ML. Follow me for commentary on state-of-the-art AI.
Jia-Jie Zhu @__jzhu__
811 Followers 479 Following Asso. Prof. @KTHuniversity Interested in the optimization/gradient flows/transport/sampling/inference/control of probability distributions
Yoann Altmann @YoannAltmann
310 Followers 391 Following Professor at Heriot-Watt University, Computational Imaging & Bayesian inference. He/his
Quanquan Gu @QuanquanGu
26K Followers 2K Following Professor @UCLA, Ex-ByteDance Seed | Recent work: Seed2.0, SeedFold, SeedProteo | Opinions are my own
Jiaming Liu @Jiaming__Liu
287 Followers 846 Following PhD in EE,computational imaging group (CIG)@wustlcig , Washington University in St.Louis (WUSTL).
Volkan Cevher @CevherLIONS
4K Followers 703 Following Professor of Electrical Engineering, EPFL. Amazon Scholar (AGI Foundations). IEEE Fellow. ELLIS Fellow.
Ilan Fridman Rojas @irfnali1
492 Followers 4K Following Data Scientist. Former theoretical physicist. Here for your remarkable expertise in a particular topic, not for your unremarkable political opinions & activism.
Tan Minh Nguyen @TanNguyen689
2K Followers 767 Following Assistant Professor of Mathematics (Presidential Young Professor) at the National University of Singapore (@NUSingapore). #DeepLearning, #RobustAI, #ScalableAI
Ernest Ryu @ErnestRyu
10K Followers 387 Following Assistant Professor at UCLA, Department of Mathematics. Research Scientist at OpenAI.
Robert Pless @rbpless
977 Followers 804 Following Professor at GWU, Developer of @traffickcam and @projectRephoto, mercenary interest in glitter and contemporary art. BlueSky: @pless.bsky.social
typedfemale @typedfemale
46K Followers 558 Following a really exciting new account "advanced pytorch user" - @cHHillee alt: @typedalt
ISCS @ISCompSensing
118 Followers 88 Following The 2025 International Symposium on Computational Sensing (ISCS) will take place in Luxembourg in June 2-6 2025.
Sai Prasanna @prassu_gvb
12 Followers 105 Following
Sam Buchanan @_sdbuchanan
2K Followers 1K Following prev. @Berkeley_EECS, @TTIC_Connect, PhD @EE_ColumbiaSEAS. Training efficiency, theory and practice!
Kayhan Batmanghelich @kbatmang
690 Followers 863 Following Assistant Prof Boston University, ECE interested ML in healthcare in general for real world application
Princeton SML @PrincetonSML
967 Followers 170 Following Princeton University Center for Statistics and Machine Learning
Priyanka Nanayakkara @priyakalot
436 Followers 431 Following Postdoc at Harvard | https://t.co/LavRZL0v1f Not checking this account frequently - pls email to reach me!
Sayash Kapoor @sayashk
14K Followers 2K Following Incoming prof @UCBerkeley AI agents, policy, evals, AI for science Essay/newsletter (AI as Normal Technology): https://t.co/5amOkqLb4A Book (AI Snake Oil): https://t.co/DabpkhNZ2k
Momin M. Malik @MominMMalik
497 Followers 183 Following Data Science Postdoctoral Fellow @BKCHarvard. Critical data analysis, social statistics, network models.
Michael Lones @michael_lones
145 Followers 99 Following A mutualistic collection of cells. Also a @HeriotWattUni academic doing research into machine learning, bio-inspired computing and other interesting things.
Marta Serra @m_serra_garcia
2K Followers 766 Following Behavioral economist and associate professor at UCSD Rady School of Management
jake hofman @jakehofman
6K Followers 569 Following senior principal researcher at msr nyc, adjunct professor at columbia
Jessica Hullman @JessicaHullman
8K Followers 963 Following Ginni Rometty Prof @NorthwesternCS | Fellow @IPRatNU AI | uncertainty | decisions | metascience Blog @statmodeling Essays https://t.co/MNrwriQpLJ
Gilles Vandewiele @Gillesvdwiele
1K Followers 554 Following Co-founder https://t.co/78QOapXjFT. Kaggle Master. PhD in CS Eng. I like doing stuff with data & algorithms.
Brandon Stewart @b_m_stewart
1K Followers 545 Following Professor of Sociology, Princeton University
Arvind Narayanan @random_walker
128K Followers 552 Following Princeton CS prof and Director @PrincetonCITP. Coauthor of "AI Snake Oil" and "AI as Normal Technology". https://t.co/ZwebetjZ4n Views mine.
Pavel Shtykovskiy @framrus
88 Followers 1K Following Particle physics and astrophysics -» predicting ad clicks at Yandex -» spoken language understanding -» LLM-powered NPCs at https://t.co/A3vXLHYYGN
Nina Jelїazkova @10705013
353 Followers 2K Following "civilization advances by extending the number of operations we can perform without thinking about them" 🐙
Bruno Loureiro @_brloureiro
601 Followers 625 Following Researcher at @ENS_ULM working on the crossroads between machine learning and statistical physics.
Aufinal @Aufinal
86 Followers 282 Following Assistant Professor in statistics @Ensai35, social-democrat, esports addict
Christian Szegedy @ChrSzegedy
44K Followers 3K Following #deeplearning, #ai research scientist. Opinions are mine.
Yaroslav Bulatov @ IC... @yaroslavvb
12K Followers 1K Following @southparkcommons (early OpenAI, Google Brain, Meta) https://t.co/bxo5udY3ib https://t.co/SLix8Hrt4w https://t.co/Ur3GWKpmp6
Dongdong Chen @ddongchen
159 Followers 168 Following Assistant Professor @HeriotWattUni, Edinburgh. I like machine learning and imaging inverse problems.
Michael P. Sheehan @mpsheehan1995
48 Followers 139 Following PhD student researching Statistical and Compressive Learning at the University of Edinburgh.
Philippe Ciuciu @Philippe_Ciuciu
724 Followers 637 Following Director of Research @Neurospin (CEA) & Inria MIND in neuroimaging & neuroscience. CS-MRI, scale-free brain dynamics (MEG and fMRI).
Arthur Mensch @arthurmensch
75K Followers 854 Following Co-founder and CEO @MistralAI. Mistral Vibe can help you https://t.co/IHZhDUiAnO




























