Sierra Team @Sierra_ML_Lab
Twitter account of the Sierra project-team @Inria_Paris, @CNRS, @ENS_ULM #MachineLearning & #Optimization di.ens.fr/sierra/ Paris Joined March 2021-
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Tired of lengthy computations to derive scaling laws? This post is made for you: discover the sharpness of the z-transform! francisbach.com/z-transform/
Happy to have our recent papers on conformal prediction with e-values presented at COLT by my advisor @BachFrancis! Full details here: 📚arxiv.org/abs/2503.13050 📚arxiv.org/abs/2505.13732 #COLT2025
For good probability predictions, you should use post-hoc calibration. With @Eugene_Berta, Michael Jordan, and @BachFrancis we argue that early stopping and tuning should account for this! Using the loss after post-hoc calibration often avoids premature stopping. 🧵1/
I’ll be presenting our paper at COLT in Lyon this Monday at the Predictions and Uncertainty workshop — come say hi if you're around! 👋 Check out @DHolzmueller's thread below 👇 #COLT2025
I’ll be presenting our paper at COLT in Lyon this Monday at the Predictions and Uncertainty workshop — come say hi if you're around! 👋 Check out @DHolzmueller's thread below 👇 #COLT2025
Characterizing finely the decay of eigenvalues of kernel matrices: many people need it, but explicit references are hard to find. This blog post reviews amazing asymptotic results from Harold Widom (1963!) and proposes new non-asymptotic bounds. francisbach.com/spectrum-kerne…
A free book: Learning Theory from First Principles by @BachFrancis It covers a bunch of key topics from machine learning (ML) theory and practice, such as: - Math basics - Supervised learning - Generalization, overfitting & adaptivity - Tools to design learning algorithms -…
Michael Jordan is indeed one of the greatest thinkers in the history of AI 🐐 Economics, incentives (mechanism design), information flow, creativity, cooperation, greed and power struggles are important topics that we crucially need to understand better for the benefit of…
Michael Jordan is indeed one of the greatest thinkers in the history of AI 🐐 Economics, incentives (mechanism design), information flow, creativity, cooperation, greed and power struggles are important topics that we crucially need to understand better for the benefit of…
[🔴#IAScienceSociety] @BachFrancis (@inria_paris-@ENS_ParisSaclay) participe au symposium "The Mathematics of #MachineLearning" aux côtés de @gabrielpeyre, Gilles Louppe (@UniversiteLiege), Gersende Fort (@CNRS) et Vianney Perchet (@INSAE @IP_Paris_).
🔴 @Inria est présent à la conférence "AI,Science and society" à @IP_Paris_, prélude au #SommetActionIA et sous la direction du Pr. Michael Jordan (@UCBerkeley-@Inria) ! L'événement a été inauguré ce matin par Michael Jordan et cet après-midi par @ClaraChappaz 🗣
My book is (at last) out, just in time for Christmas! A blog post to celebrate and present it: francisbach.com/my-book-is-out/
Bravo Bertille et Marc!
🎓#PhDs | Félicitations à Juliette Murris et Alice Rogier de l’équipe @TeamHeka (@univ_paris_cite, @CRCordeliers, @Inserm) ainsi qu'à @oumaymabounou et Céline Moucer des équipes WILLOW et @Sierra_ML_Lab (@CNRSinformatics, @ENS_ULM) qui ont soutenu leur #thèse en octobre 🎉👏 !
#ERCStG 🏆 | Félicitations à @TaylorAdrien, chargé de recherche @Inria au centre @Inria_paris, membre de l'équipe-projet commune @Sierra_ML_Lab (@CNRS @CNRSinformatics @ENS_ULM), lauréat d'une ERC Starting Grant 👏 Découvrez son portrait et son projet 👉 buff.ly/3YlTBU6
How fast is gradient descent, *for real*? Some (partial) answers in this new blog post on scaling laws for optimization. francisbach.com/scaling-laws-o…
Bravo Adrien!
🙎♂️🔬 #30minScience | Aujourd’hui, au centre @Inria de #Paris, @umutsimsekli (@Sierra_ML_Lab) nous présente une demi-heure de science consacrée aux #Fractales : ”Fractals in Machine Learning”. 🔎 Découvrez en plus sur Umut et ses recherches dans : di.ens.fr/umut.simsekli/…
The blog is back in 2024, with a first post on unraveling spectral properties of kernel matrices! francisbach.com/spectrum-kerne…
Bravo Julien!!
@orvieto_antonio and I are planning to co-advise a student from this program. If you are interested in optimization for deep learning, please apply!
@orvieto_antonio and I are planning to co-advise a student from this program. If you are interested in optimization for deep learning, please apply!
Au département d’informatique de l’ENS, le CNRS et Inria main dans la main dans l’effort. #LEtapeduTour Bravo @olivier_cappe!
Michal Valko @misovalko
8K Followers 8K Following Building something new · Chief Models Officer @ Stealth Startup & Inria & MVA - Ex: Llama @AIatMeta Gemini and BYOL @GoogleDeepMind
Sam Power @sp_monte_carlo
19K Followers 7K Following Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. @OnlineMCSeminar. (he / him)
Mathurin Massias @mathusmassias
2K Followers 180 Following Researcher @INRIA_lyon, Ockham team. Teacher @Polytechnique and @ENSdeLyon Machine Learning, Python and Optimization
Fabian Pedregosa @fpedregosa
6K Followers 571 Following Keeping the gradients flowing since 2013. Loves open source. Sometime blogs and writes papers.
Konstantin Mishchenko @konstmish
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Mathieu Dagréou @Mat_Dag
492 Followers 552 Following Ph.D. student in at @Inria_Saclay working on Optimization and Machine Learning @matdag.bsky.social
Aaron Defazio @aaron_defazio
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Quentin Berthet @qberthet
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David Picard @david_picard
4K Followers 347 Following Computer Vision/Machine Learning research @ImagineEnpc / LIGM, École nationale des Ponts et Chaussées. Music & overall happiness 🌳🪻 Born well below 350ppm
Centre Inria de Paris @inria_paris
4K Followers 862 Following Centre @Inria, partenaire de @Sorbonne_Univ_ : les sciences et technologies du numérique en #ÎledeFrance #digitalscience #research #innovation
Adrien Goldszal @AGoldszal
3 Followers 145 Following
Sacha Braun @PotoSacho
30 Followers 53 Following PhD student in machine learning with Francis Bach & Michael I. Jordan: uncertainty quantification, conformal prediction, learning theory. https://t.co/dkoZLl0pDg
Arindam @halg0rithmist
34 Followers 1K Following 22 Aspiring theoretician Interested in decision making algorithms
zhaoyu zhu @Zhaoyu_Zhu_
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Emirhan Böge @emirhanboge
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Eugène Berta @Eugene_Berta
76 Followers 109 Following PhD student in Machine Learning with @BachFrancis and Michael I. Jordan, working on uncertainty quantification. Also on 🦋.
Etienne Gauthier @Gauthier_E_
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Tom Ravaud @tomravaud
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Chemslepro @chems_le_pro
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Fateme Ghayem @fatemeghayem
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Joachim BP @JoachimBP
1 Followers 249 Following
David Alvarez Melis @elmelis
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Bossan @PMBossan
0 Followers 105 Following
ViktorStein @ViktorStein2
74 Followers 178 Following PhD candidate in applied maths at TU Berlin interested in Optimal Transport, in particular Wasserstein gradient flows.
Miguel_Pedraza @CabezaDespejada
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Subramanyam Sahoo @iamwsubramanyam
188 Followers 4K Following Independent AI Safety researcher, M. Tech x Summa Cum Laude @NITHamirpurHP. BASIS Fellow @UCBerkeley, RA @HarvardAISafety. Get Published or Die Trying.
MegabotK @MegabotK
168 Followers 5K Following
frédérik coquelet @frdrikcoquelet1
2 Followers 206 Following
Akash @AkashCh93559393
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joaquim dias cunha @jodicu87
199 Followers 4K Following
Paul Gauthier @AnakuAqabbi
29 Followers 2K Following
Nadim Succar @nksuccar
10 Followers 179 Following PhD student @asuengineering. Prev ECE @msfea_aub. Curious about machine learning, information theory, statistics, and some other stuff.
Deathfighter Noon @deathfight1467
15 Followers 275 Following
Haoxuan (Steve) Chen @haoxuan_steve_c
912 Followers 3K Following Ph.D. in ICME @Stanford; B.S. @Caltech; ML Intern @AmazonScience @NECLabsAmerica; Applied & Computational Math/Machine Learning/Statistics/Scientific Computing
Marat @maratkhusainovv
0 Followers 90 Following
Guillaume Chossière @gChossiere
42 Followers 3K Following
Zexi Fan @FanFrankst43689
50 Followers 982 Following Math undergraduate @PKU1898. ML researcher . Currently working on rare event sampling and multilevel monte carlo PDE solver. Supervised by @2prime_PKU.
Francois Alexandre @AlexFrcs22
1 Followers 19 Following
Journal of a Muggle @MathPensieve
69 Followers 790 Following A basin to pour some mathematical thoughts. #SigProc #CompImag Wandering cosmos with a camera obscura. Phil is the fuel for life.
Victor Mercklé @VictorMerckle
3 Followers 26 Following Researcher PhD Candidate in Theoretical Machine Learning @ Ljk
ThomasROBERTparis @ThomasROBERT_75
7 Followers 246 Following
timur kharisov @normisdeath
51 Followers 586 Following excited about decentralised AI, distributed/efficient optimisation, quant finance
Andrei Bursuc @abursuc
8K Followers 1K Following Research scientist @valeoai | Teaching @Polytechnique @ENS_ULM | Alumni @upb1818 @Mines_Paris @Inria @ENS_ULM | Feedback: https://t.co/MHAm0ClqFJ
λ @lambda_functor
856 Followers 7K Following
Pierluigi Bianco @PLBianco
27 Followers 288 Following Dottorando di Ricerca in Matematica, Università del Salento. Assessore a Urbanistica e Attività Produttive della Città di Surbo
Stratis Tsirtsis @stratis_
472 Followers 549 Following PhD student @maxplanckpress. Interested in machine learning, game theory and causality. Prev at @AIatMeta, @StanfordPsych, @ntua.
POURCEL Guillaume @GuillaumeAP
119 Followers 809 Following PhD student @univgroningen, intern @InriaScool, @FlowersINRIA. CogScI, AI. Inspired by brains (make RNNs behave like autograd) and behavior (open-ended goals)
Random Proof @randomproof8
63 Followers 2K Following Notes on Maths, Theory CS & Economics etc. - 📚⚔️🎲
Fabian Pedregosa @fpedregosa
6K Followers 571 Following Keeping the gradients flowing since 2013. Loves open source. Sometime blogs and writes papers.
Konstantin Mishchenko @konstmish
7K Followers 652 Following Research Scientist @AIatMeta Previously Researcher @ Samsung AI Outstanding Paper Award @icmlconf 2023 Action Editor @TmlrOrg I tweet about ML papers and math
Lénaïc Chizat @LenaicChizat
2K Followers 248 Following Assistant professor @epfl (previously @cnrs researcher).
Quentin Berthet @qberthet
3K Followers 2K Following Research Scientist at Google DeepMind Machine Learning - Paris
Centre Inria de Paris @inria_paris
4K Followers 862 Following Centre @Inria, partenaire de @Sorbonne_Univ_ : les sciences et technologies du numérique en #ÎledeFrance #digitalscience #research #innovation
Sacha Braun @PotoSacho
30 Followers 53 Following PhD student in machine learning with Francis Bach & Michael I. Jordan: uncertainty quantification, conformal prediction, learning theory. https://t.co/dkoZLl0pDg
Francois Alexandre @AlexFrcs22
1 Followers 19 Following
Etienne Gauthier @Gauthier_E_
145 Followers 220 Following PhD Student @Inria @ENS_ULM | Multi-agent decision-making, uncertainty quantification
Mahmoud Hegazy @oumatheu
15 Followers 187 Following PhD Student at École polytechnique and Sierra, Inria Paris. https://t.co/gl00mR5ss1 Also on bsky: https://t.co/ROWhJnC6M6
Fabian Schaipp @FSchaipp
1K Followers 675 Following working on optimization for machine learning. currently postdoc @inria_paris. sbatch and apero.
Maxime Haddouche @maxhaddouche
87 Followers 130 Following PhD Student at #InriaLondon. Some of my scientific interests: PAC-Bayes, online learning, optimisation.
Eugène Berta @Eugene_Berta
76 Followers 109 Following PhD student in Machine Learning with @BachFrancis and Michael I. Jordan, working on uncertainty quantification. Also on 🦋.
Sebastian G. Gruber @SebGGruber
69 Followers 203 Following Postdoc in Uncertainty Quantification (Machine Learning)
Antônio Horta Ribeir... @ahortaribeiro
342 Followers 830 Following Assistant Professor at Uppsala University 🇸🇪 Machine learning and automatic control in health applications 🖥️🧬🩺 Brazilian 🇧🇷
Mark Schmidt @MarkSchmidtUBC
2K Followers 231 Following So machine learning. Very optimization. Wow. Such UBC.
yifan @yifan0sun
166 Followers 184 Following I like optimization, learning, and anything algorithmic-y. I'm also easily distracted by completely irrelevant topics.
David Holzmüller @DHolzmueller
607 Followers 316 Following Postdoc in machine learning with @BachFrancis @GaelVaroquaux: neural networks, tabular data, atomistic ML, active learning, learning theory. Also on 🦋.
Robert M. Gower 🇺�... @gowerrobert
1K Followers 335 Following Often found scribbling down math with intermittent bursts of bashing out code.
Gauthier Gidel @gauthier_gidel
1K Followers 192 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 holder
Federico Vaggi @F_Vaggi
2K Followers 2K Following Whereof one cannot speak, thereof one must be silent. Ex-Amazon, now GoogleX. My (bad) tweets are my own and don't represent anyone. Same handle on elefant.
Simon Lacoste-Julien @SimonLacosteJ
3K Followers 6 Following Machine learning professor at Mila / University of Montreal. Like to understand things - ML, optimization and statistics, but also philosophy, society and yoga.
Anton Osokin @aosokin_ml
991 Followers 107 Following Machine Learning at @IsomorphicLabs, Ex @bayesgroup, @inria_paris, @CS_HSE, @YandexResearch. Opinions are my own
Loïc Estève @LoicEsteve
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Alberto Bietti @albertobietti
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Radu Dragomir @RADragomir
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Théo Ryffel @theoryffel
886 Followers 368 Following Co-Founder @Arkhn_hq, PhD in Privacy-Preserving ML @INRIA+@ENS_Ulm, OpenMined. He/him
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283 Followers 223 Following Machine Learning, Public Policies (optimal policies?), Tech and Defence. From #Limoges.
Grégoire Mialon @mialon_gregoire
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