Anirbit @anirbit_maths
Lecturer in ML, The University of Manchester anirbit-ai.github.io Joined January 2025-
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In particular, in this work we identified how in an infinitely wide limit, the autoencoding landscape starts to encode the true "data dictionary" - a fully non-realizable data setup. We were kind-of close to discovering the NTK idea - but we missed it 🫥
In particular, in this work we identified how in an infinitely wide limit, the autoencoding landscape starts to encode the true "data dictionary" - a fully non-realizable data setup. We were kind-of close to discovering the NTK idea - but we missed it 🫥
With all the discussion about "Sparse AutoEncoders" as a way of doing #MechanisticInterpretability of LLMs, I am resharing a part of my PhD where we proved years ago about how sparsity automatically emerges in autoencoding. @NeelNanda5 arxiv.org/abs/1708.03735
With all the discussion about #DeepMind 's use of PINNs to "find" unstable singularities in 3D Euler PDE, I feel like advertising that more than a year ago, we had shown that generalization bounds exist for these setups. iopscience.iop.org/article/10.108…
At #DRSciML, my student Dibyakanti Kumar presenting our results on sample complexity of solving Navier-Stokes PDE via neural nets. Possibly the first such generalization error bounds for a non-linear PDE. #AI4Science #ScientificML
At #DRSciML, my student Dibyakanti Kumar presenting our results on sample complexity of solving Navier-Stokes PDE via neural nets. Possibly the first such generalization error bounds for a non-linear PDE. #AI4Science #ScientificML https://t.co/zmOr4808MA
Do register here, https:// drsciml.github.io/drsciml/ 🔥
Do register here, https:// drsciml.github.io/drsciml/ 🔥
Registrations close for #DRSciML by Noon (Manchester time). Do register soon to ensure you get the Zoom links to attend this exciting event on the foundations of #ScientificML 💥
Recently I gave an online talk @iiscbangalore 's "Bangalore Theory Seminars" where I explained our results on size lowerbounds for neural models of solving PDEs via neural nets. #SciML I cover work by my 1st year student, Sebastien. youtu.be/CWvnhv1nMRY?fe…
If you ever needed a paper to start reading LLMs from, then it's hard to find anything better than what's published at venues like these. Do read these by one of my former advisers ! 🔥
If you ever needed a paper to start reading LLMs from, then it's hard to find anything better than what's published at venues like these. Do read these by one of my former advisers ! 🔥
Today is 70th anniversary of the summer meeting at Dartmouth which officially marked the beginning of AI research 💥 Interestingly "Objective 3" in 1955 was already about having theory of neural nets. 🙂 stanford.io/2WJJJGN
I got selected for the "Early Career Highlights" of ACM IKDD International Conference on Data Science (#CODS) 2025. Looking forward to giving the related presentation in December at IISER, Pune. acm.org/articles/acm-i…
To the best of my surveying so far, the finite-sample guarantee for #KalmanFilter is fairly recent - surprisingly so! It's this Ghattas-Alonso paper doi.org/10.1093/imaiai… at #Information&Inference - one of my favorite journals for obvious reasons 😉
To the best of my surveying so far, the finite-sample guarantee for #KalmanFilter is fairly recent - surprisingly so! It's this Ghattas-Alonso paper doi.org/10.1093/imaiai… at #Information&Inference - one of my favorite journals for obvious reasons 😉
#KalmanFilters are probably among the most important/useful topics that I missed studying during my PhD, despite all the months of lecture on approximation theory that I sat in and did homeworks for. Trying to catch up now! #AI4Science
#KalmanFilters are probably among the most important/useful topics that I missed studying during my PhD, despite all the months of lecture on approximation theory that I sat in and did homeworks for. Trying to catch up now! #AI4Science
Do see our delta-GClip paper see some of our progress with explaining this.
Do see our delta-GClip paper see some of our progress with explaining this.
Some luck to be hosted by a Godel Prize winner, Prof. Sebastien Pokutta, and to present our work in their group 💥 Sebastien heads this "Zuse Institute Berlin (#ZIB) " which is an amazing oasis of applied mathematics bringing together experts from different institutes in Berlin.
Gurjeet Singh @Gurjeet_Sangra
33 Followers 262 Following PhD student at the University of Geneva - Machine Learning
Rafael Izbicki @rizbicki
3K Followers 1K Following Associate Professor at @ufscaroficial | @CMU_Stats PhD | Statistics | Machine Learning | Data Science | @CNPq_Oficial Research Fellow | Dad
Feng Liu @AlexFengLiu1
440 Followers 572 Following Machine Learning Researcher | Senior Lecturer (US Associate Professor) @UniMelb. Visiting Scientist @RIKEN_AIP_EN. Focusing on Statistical Trustworthy ML.
Rose Aurel @AureliSudy
137 Followers 684 Following I am not a however, therefore a such as i wish to be erased entirely
Theodore Papamarkou @theopapamarkou
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Andreas K. Maier @maier_ak
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wanlin zhu @neuromanifold
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Peter Crowe @cogniscientia
163 Followers 617 Following cog-sys, codes, controls | After a long day of Turing tests, you gotta unwind 🕺🏻💃🏻
Sayak @sayak38kolay
393 Followers 5K Following Statistics student. Interested in Math, Python, R, Machine Learning, History, and Economics. Lover of all things stochastic ❤️. RTs not necessarily endorsements
Orpoufoo @Orpoufoo445559
39 Followers 599 Following
Ilia Azizi @ilia_azizi
61 Followers 555 Following PhD Candidate @unil - #MachineLearning - Opinions are my own.
Saranraj Nambusubrama... @memoryencoder
316 Followers 638 Following Generative Models & Neurorobotics; Guest @ Iris-i
Supriya Manna (Seekin... @_isupriya
100 Followers 2K Following 21 | AI, Algorithms and their Explanations, Causation and Ethics Opinions are mine.
Michele Caprio @mic_caprio
481 Followers 667 Following Lecturer (Asst. Prof.) @csmcr. On this profile, math (Imprecise Probabilities/Stats/AI/ML), baseball (@Phillies), and football (@juventusfcen).
zhiqiang xu @xu_zhiqiang
48 Followers 1K Following
TerrenceHwang @HwangTerrence
0 Followers 241 Following
Avrajit Ghosh @GhoshAvrajit
294 Followers 1K Following Postdoc @SimonsInstitute @berkeley_ai. Generalization, optimization, Inverse problems. PhD @MSU_EGR. (No prior) better than (wrong priors).
Jason Lee @jasondeanlee
18K Followers 4K Following Associate Professor at UC Berkeley. Former Research Scientist at Google DeepMind. ML/AI Researcher working on foundations of LLMs and deep learning.
123321 @w11123321
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Omar Rivasplata @OmarRivasplata
1K Followers 377 Following Carpe espresso ☕ Manchester Centre for AI FUNdamentals Deep Thinker. Posts/reposts might be non-deep.
Yidan Xue @YidanXue
226 Followers 346 Following Postdoc at CIMIM @UoMPankhurst | previously @MathsCU @OxUniMaths @oxengsci @SchoolOfEng_UoE | biomedical fluid dynamics & in-silico trials 🧠🫀🩸💊🩻
Rafael Izbicki @rizbicki
3K Followers 1K Following Associate Professor at @ufscaroficial | @CMU_Stats PhD | Statistics | Machine Learning | Data Science | @CNPq_Oficial Research Fellow | Dad
Computer Science @ Th... @csmcr
13K Followers 594 Following Department of Computer Science, University of #Manchester @OfficialUoM, one of the largest in the @RussellGroup 👩🏿💻👩💻👨🏿💻👨💻
Boaz Barak @boazbaraktcs
24K Followers 603 Following Computer Scientist. See also https://t.co/EXWR5k634w . @harvard @openai opinions my own.
Igor Mezic @IgorMezic
906 Followers 177 Following Distinguished Professor of Engineering at UCSB, Pioneering Third-Wave AI, co-Founder of AIMDyn, co-Founder, CTO & Chief Scientist at MixMode.
Hugo Larochelle @hugo_larochelle
121K Followers 639 Following Mila Scientific Director. Ex @Google DeepMind & Twitter Cortex. Father of 4. // Directeur scientifique à Mila. Ex @Google DeepMind & Twitter Cortex. Père de 4.
Vitaly 🇺🇦 Feldm... @vitalyFM
4K Followers 379 Following Proving theorems about machine learning. Worried about data privacy. Research scientist at @Apple
Tri Dao @tri_dao
33K Followers 632 Following Asst. Prof @PrincetonCS, Chief Scientist @togethercompute. Machine learning & systems.
David Sontag @david_sontag
9K Followers 301 Following CEO & Co-founder @layerhealth. Professor, MIT. Research on machine learning in health care. Part of @MIT_CSAIL, @MIT_IMES, @MITEECS, @AIHealthMIT
Nisheeth Vishnoi @NisheethVishnoi
4K Followers 26 Following A. Bartlett Giamatti Prof. of CS @ Yale | Algorithms, AI & society Newsletter: The Intelligence Loop https://t.co/OUtL9mZXtP Views my own
mtelgars @mtelgars
694 Followers 55 Following
Sepp Hochreiter @HochreiterSepp
14K Followers 376 Following Pioneer of Deep Learning and known for vanishing gradient and the LSTM.
Gabriel Peyré @gabrielpeyre
101K Followers 453 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Molei Tao @MoleiTaoMath
1K Followers 196 Following Georgia Tech Prof; Tsinghua, Caltech, NYU Courant * deep learning theory * (diffusion) generative model, probabilistic ML * AI4Science * applied & comput. math
Anna Scaife @radastrat
2K Followers 957 Following Prof of Radio Astronomy @jodrellbank; (fmr) Co-Director @UoMPolicy; AI Fellow @turinginst; @ERC_Research Grantee; @wef Young Scientist. Opinions my own. she/her
Michael Black @Michael_J_Black
85K Followers 706 Following Director, Max Planck Institute for Intelligent Systems (@MPI_IS). Chief Scientist @meshcapade. Building 3D digital humans using vision, graphics, and learning.
Kevin Patrick Murphy @sirbayes
61K Followers 541 Following Research Scientist at Google DeepMind. Interested in Bayesian Machine Learning.
Gitta Kutyniok @GittaKutyniok
2K Followers 213 Following Bavarian AI Chair for Mathematical Foundations of AI @LMU_Muenchen; Adjunct Professor for ML @UiTromso
Ahmad Beirami @abeirami
10K Followers 4K Following sth new // ex Gemini RL+Inference @GoogleDeepMind // Chat AI @Meta // RL Agents @EA // ML+Information Theory @MIT+@Harvard+@GeorgiaTech // زن زندگی آزادی
Theodore Papamarkou @theopapamarkou
314 Followers 257 Following
Kamalika Chaudhuri @kamalikac
5K Followers 2K Following Director and Research Scientist, FAIR @ Meta. Former Professor at UCSD. Researcher in AI privacy, security, and generalization.
Arya Mazumdar @MountainOfMoon
4K Followers 350 Following Professor @UCSanDiego Dy. Director+AD Research NSF AI Inst https://t.co/wblPm6DhUX, UCSD Site Lead @encoreinstitut Information Theory, Coding Theory, Machine Learning
Amin Karbasi @aminkarbasi
11K Followers 3K Following Senior director of Cisco Foundation AI, Former Chief Scientist at Robust Intelligence. ex Professor at Yale University, ex staff research scientist at Google.
Demis Hassabis @demishassabis
495K Followers 152 Following Nobel Laureate. Co-Founder & CEO @GoogleDeepMind - working on AGI. Solving disease @IsomorphicLabs. Trying to understand the fundamental nature of reality.
Johannes Brandstetter @jo_brandstetter
5K Followers 690 Following Founder and Chief Scientist @ Emmi AI, Associate Prof @jkulinz. Former @MSFTResearch, @UvA_Amsterdam, @CERN, @tu_wien
Thuerey Group at TUM @thuereyGroup
3K Followers 156 Following Our focus is to develop numerical methods for physics simulations with deep learning techniques.
Barna Saha @B1ar2n3a
2K Followers 96 Following Director of EnCORE Institute, Computer Scientist, UCSD Prof, Previously UC Berkeley, UMass Amherst, AT&T Labs. https://t.co/V8B6uqq26t
Ji Won Park @jiwoncpark
878 Followers 1K Following Principal ML Scientist at @Genentech @PrescientDesign. Bayesian optimization, Bayesian inference.
Max Zimmer @maxzimmerberlin
148 Followers 262 Following ML Research Lead @ IOL Lab @ZuseInstitute | PhD Student at TU Berlin | Interested in Deep Learning, NN Efficiency and Mathematics
Sebastian Pokutta @spokutta
1K Followers 251 Following if rising_edge(clk) then: Artificial Intelligence, Optimization, and Machine Learning. Prof @TUBerlin, Vice President @ZuseInstitute else: yield.
Ricardo Vinuesa @ricardovinuesa
6K Followers 2K Following AssocProf @UMich, @ERC_Research,@academia_joven #AI #CFD #Fluids 🎥https://t.co/nrNbyyZbpj 📋https://t.co/tz7aGjn9rl
Yu Bai @yubai01
6K Followers 2K Following Research @OpenAI. Trained models for GPT5 Thinking / Mini; Contributor to gpt-oss, o3-mini, o1. Previously @SFResearch, PhD @Stanford.
Jason Locasale, PhD @LocasaleLab
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Andrej Risteski @risteski_a
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Alex Dimakis @AlexGDimakis
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Francesco Orabona @bremen79
8K Followers 416 Following Dad and associate professor at @KAUST_News. Formerly @BU_ece, @sbucompsc, @YahooResearch, @TTIC_Connect. ML theory&practice, obsessed with history of science
Jürgen Schmidhuber @SchmidhuberAI
165K 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.
Gautam Kamath @thegautamkamath
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Andreas K. Maier @maier_ak
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Munich Center for Mac... @MunichCenterML
938 Followers 176 Following The MCML is a joint research initiative of @LMU_Muenchen and @TU_Muenchen to strengthen competence in the field of AI and to make potential accessible.
Jose Miguel Hernánde... @jmhernandez233
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Samuel Kaski @samikaski
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Prof. Anima Anandkuma... @AnimaAnandkumar
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Trapit Bansal @TrapitBansal
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Manish Gupta @ManishGuptaMG1
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