Francis Bach @BachFrancis
Researcher in machine learning francisbach.com Paris, France Joined May 2013-
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A great book to truly reap the benefits of data science in practice!
A great book to truly reap the benefits of data science in practice!
The blog is back in 2024, with a first post on unraveling spectral properties of kernel matrices! francisbach.com/spectrum-kerne…
When @BachFrancis (@Inria) came to speak at our recent #NCCRSymposium we jumped at the opportunity to sit down and chat about exciting new findings, why convexity isn’t always the right goal and how JMLR has been kept completely free of charges. bit.ly/3sAgnuA
Bravo Julien!!
We are thrilled to say that NeurIPS@Paris is back for a third edition on the 6th and 7th of December 2023 at @Sorbonne_Univ_. A great occasion to meet + discuss recent advances in ML in central Paris ! More info: neuripsinparis.github.io/neurips2023par… Registration: forms.gle/2D1zD1bZz9n6QQ…
@armandjoulin @guillaumgrallet @LePoint @Inria @Isabelle_Ryl @matthieurouif @spolu @BachFrancis @julien_c @arthurmensch @lxbrun @ylecun Let us stress that only few people are on this page, but the French crowd in AI is much much bigger and very very solid. Many friends and colleagues whom I admire are not presented here.
This was the old opening. Sorry. Here is the correct one: ins2i.cnrs.fr/en/cnrsinfo/ch…
This was the old opening. Sorry. Here is the correct one: ins2i.cnrs.fr/en/cnrsinfo/ch…
Our team SIERRA, joint between Inria, ENS and CNRS, in downtown Paris, can host such a researcher. If you are interested, please contact me. di.ens.fr/sierra/people.…
Our team SIERRA, joint between Inria, ENS and CNRS, in downtown Paris, can host such a researcher. If you are interested, please contact me. di.ens.fr/sierra/people.…
#Interview 💬 | @BachFrancis, chercheur en apprentissage statistique (#machinelearning) et membre du #DIENS (@INS2I_CNRS @inria_paris @ENS_ULM), interviendra en tant que conférencier invité à l'@iciam2023 qui se tiendra du 20 au 25 août. A lire ici ➡️ bit.ly/iciam23-franci…
Au département d’informatique de l’ENS, le CNRS et Inria main dans la main dans l’effort. #LEtapeduTour Bravo @olivier_cappe!
[👥#Conversations] Demain, @Inria inaugure un nouveau format de rencontres entre scientifiques, médias et producteurs de contenus afin de diffuser les connaissances et d’améliorer la culture #numérique.* Cette première édition sera sur le thème "#Environnement & Numérique"🌱
The call for papers for our #ICML2023 workshop on "duality principles for modern ML" are now out. Webpage: dp4ml.github.io Deadline: May 22, 2023, AOE Help us spread the word! Hope many will participate. @ZeldaMariet @mblondel_ml @tmoellenhoff @BachFrancis @optiML
In this month's blog post, Jensen's inequality, the inequality you often wish is in the other direction. francisbach.com/jensen-inequal…
New preprint with @BachFrancis : Sampling from Gibbs distributions with density exp(-V(x))/Z is tractable (approximately) with MCMC if V is convex. Can we also achieve good rates if V is non-convex but smooth? And what about computing log(Z)? 1/ arxiv.org/abs/2303.03237
Laplacian are ubiquitous in Machine Learning. Time to bring them to the next level ! Fast implementation of continuous Laplacian methods with kernels. Why not graph-Laplacian? Neighborhood methods? It is statistically inferior. @AlessandroRudi @BachFrancis Loucas Pillaud-Vivien
How to use a cheap proxy loss function (e.g. simulator or synthetic data) if you care about performance in the real world or on true data? We present a method that can provably minimize the target objective while mostly using the cheaper function! pdf: arxiv.org/pdf/2302.03542… 1/4
A quiz, code snippets, and strong duality without convexity. What could be more fun than that? See this month’s blog post on non-convex quadratic optimization on the sphere. francisbach.com/non-convex-qua…
Gabriel Peyré @gabrielpeyre
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4K Followers 822 Following Événements de mathématiques et d’informatique pour collégiennes et lycéennes, par @Asso_Animath & @femmesetmaths avec @FondBPascal Photo couv ©Stephen Oudart[#Média 📰] Les modèles actuels d’#IA sont des monstres énergivores 😈⚡️. Des scientifiques, dont Janin Koch @Inria_Saclay et @BachFrancis @Sierra_ML_Lab, planchent sur des #algorithmes et des composants électroniques plus frugaux. Réservé aux abonnés ⤵️ lesechos.fr/idees-debats/s…
I started my PhD in September 2003. For 20 years, I managed to keep my mail box clean. Never more than a few unread messages, each message answered with 1 or 2 days. Well, I regret to inform you that this time will end soon.
@bioptimus_ai in good company! Thank you Mr President 🚀
Mistral, LightOn, Shift Technology, Alan, Bioptimus, Google : ils sont de plus en plus nombreux à choisir la France pour innover en matière d’intelligence artificielle. Fierté. En investissant, nous faisons de la France un pays à la pointe de l’IA. Une IA le dit aussi !
🙎♂️🔬 #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/…
Excited by the launch of @bioptimus_ai , early-stage well-funded start-up to build the first universal AI foundation model of biology! We actively recruit software engineers, research scientists and more, please check out bioptimus.com/careers
I’m proud to announce our launch of @bioptimus_ai – with a mission to create and build the first #foundationmodel for biology. (1/3)
🎓#PhDs | Félicitations à Antoine Bambade de l’équipe-projet commune WILLOW (@CNRSinformatics, @ENS_ULM) et à Loïc Demange de l'équipe-projet COSMIQ qui ont soutenu leur #thèse en janvier 🎉👏 !
Many thanks indeed to @BachFrancis and David Blei @blei_lab for their job as Editors-in-Chief of JMLR @JmlrOrg , and welcome to @RavikumarPrad and Tong Zhang!
A new era starts at @JmlrOrg with @RavikumarPrad and Tong Zhang as Editors-in-Chief! Huge thanks to @BachFrancis and David Blei for their incredible leadership (you will be missed!).
My favorite blog is bach!
The blog is back in 2024, with a first post on unraveling spectral properties of kernel matrices! francisbach.com/spectrum-kerne…
This morning we had the glorious poster session of our course on deep graphical models at MVA @ENS_ParisSaclay with @pamattei Rémi Khellaf following a tradition initiated by @BachFrancis
Happening right now at 📌 Poster #1103 @LawrenceSt72142 presenting Differentiable clustering
Presenting this work on "Differentiable clustering" at Poster session 5 - on Thu. at 10:45 📍 Poster #1103 Presenting with @LawrenceSt72142 Blog post lawrencemmstewart.github.io/blog/2023/diff… Come see us!
I will be at #NeurIPS2023 in New Orleans next week, meeting old and new friends! 🎶🎷 🚨 We will present our most recent work on 'Differentiable Clustering' - a collaboration between @GoogleDeepMind and @Inria, with Lawrence Stewart, @BachFrancis, @FelipeLlinares a thread:
#Distinction 🥇 | Félicitations à Virginie Galland-Ehrlacher (équipe-projet MATHERIALS @inria_paris), porteuse du projet ERC Starting Grant HighLEAP, qui a reçu le #prixAcadSciences Joliot-Curie 2023 pour la catégorie "Jeune femme de science". 👏 ▶️ academie-sciences.fr/fr/Laureats/la…
🔴 En direct de la 2e cérémonie de remise des #prixAcadSciences 2023 ! 🥇Virginie GALLAND-EHRLACHER, professeure au CERMICS, laboratoire de mathématiques appliquées de l'@EcoledesPonts, lauréate du prix Irène Joliot CURIE 👉 youtube.com/live/EjdG1tQj8… ℹ️ academie-sciences.fr/fr/Laureats/la…
#Distinction 🥇 | Félicitations à Anne Canteaut (équipe-projet COSMIQ @inria_paris), spécialiste de #cryptographie, qui a reçu le #prixAcadSciences Joliot-Curie 2023 pour la catégorie "Femme scientifique de l’année". 👏 ▶️ academie-sciences.fr/fr/Laureats/la…
🔴 En direct de la 2e cérémonie de remise des #prixAcadSciences 2023 ! 🥇Anne CANTEAUT, Directrice de recherche dans l'équipe-projet @Inria COSMIQ, lauréate du prix Irène Joliot CURIE - Femme scientifique de l’année 👉 youtube.com/live/EjdG1tQj8… ℹ️ academie-sciences.fr/fr/Laureats/la…
🔴 En direct de la 2e cérémonie de remise des #prixAcadSciences 2023 | Découvrez maintenant les lauréates et les lauréats ! 🥇 Jérôme MALICK, directeur de recherche @CNRS au LJK, lauréat du Prix Jean-Jacques Moreau 👉 youtube.com/live/EjdG1tQj8… ℹ️academie-sciences.fr/fr/Laureats/la…
🔴 En direct de la 2e cérémonie de remise des #prixAcadSciences 2023 ! 🥇Julien MAIRAL, resp de l'équipe Thoth du Centre @Inria de l' @UGrenobleAlpes, lauréat du Prix Inria - Académie des sciences jeunes chercheurs·euses 👉 youtube.com/live/EjdG1tQj8… ℹ️ academie-sciences.fr/fr/Laureats/la…
🔴 En direct de la 2e cérémonie de remise des #prixAcadSciences 2023 ! 🥇Anne CANTEAUT, Directrice de recherche dans l'équipe-projet @Inria COSMIQ, lauréate du prix Irène Joliot CURIE - Femme scientifique de l’année 👉 youtube.com/live/EjdG1tQj8… ℹ️ academie-sciences.fr/fr/Laureats/la…
Really excited to be part of the founding team of @kyutai_labs: at the heart of our mission is doing open source and open science in AI🔬📖. Thanks so much to our founding donators for making this happen 🇪🇺 I’m thrilled to get to work with such a talented team and grow the lab 😊
Announcing Kyutai: a non-profit AI lab dedicated to open science. Thanks to Xavier Niel (@GroupeIliad), Rodolphe Saadé (@cmacgm) and Eric Schmidt (@SchmidtFutures ), we are starting with almost 300M€ of philanthropic support. Meet the team ⬇️
When @BachFrancis (@Inria) came to speak at our recent #NCCRSymposium we jumped at the opportunity to sit down and chat about exciting new findings, why convexity isn’t always the right goal and how JMLR has been kept completely free of charges. bit.ly/3sAgnuA