Happy to annouce that our work 'Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals' has been accepted at #ICML2023 ! (arxiv.org/abs/2303.05798)
It is a joint work with B. Malézieux*, Alain Rakotomamonjy, L. Drumetz, Moreau Thomas, M. Kowalski and Nicolas Courty
How to forecast PDEs time & space-continuously, even on complex geometries like Earth-like spheres?
Check out DINo, our new neural PDE forecaster using INRs & ODEs arxiv.org/abs/2209.14855
With Matthieu Kirchmeyer Jean-Yves Franceschi (eq contrib) Alain Rakotomamonjy P Gallinari MLIA Criteo AI Lab
Benchopt is a community effort with Mathurin Massias Alexandre Gramfort Pierre Ablin Pierre-Antoine Bannier B. Charlier Mathieu Dagréou G. Durif Tom Dupré la Tour C. Fraga Dantas
Quentin Klopfenstein E. Lai @joh_larsson tanglef Benoit MX Badr MOUFAD @binhtngn Alain Rakotomamonjy Zaccharie Ramzi Joseph Salmon, @[email protected] Samuel Vaiter
🧶6/6
Very excited that our work 'Shedding a PAC-Bayesian light on adaptive Sliced-Wasserstein distances' has been accepted at #ICML2023 ! Joint work with Kimia Nadjahi, Alain Rakotomamonjy and Liva Ralaivola 🥳
Accepted paper at ICML 2019 ICML Conference #icml2019 :
'Screening Rules for Lasso with Non-Convex Sparse Regularizers'.
Come and talk about it with Alain Rakotomamonjy in Long Beach on Wednesday!
Article: hal.archives-ouvertes.fr/hal-02017967v1
Code: github.com/arakotom/scree…
Latest publications from Criteo AI Lab at NeurIPS Conference (x 7) and Transactions on Machine Learning Research: ailab.criteo.com/latest-papers-…
Congrats to all Criteos and co-authors for pushing ML. Matthieu Kirchmeyer Thibaud Rahier Alain Rakotomamonjy Vianney Perchet Maxime Vono Sergey Ivanov
Romain Lerallut 💙💛 🌻
Highlights of our 5 Criteo AI Lab papers accepted to #ICML2019 , by Alain Rakotomamonjy: medium.com/criteo-labs/hi…
Starting off #icml2019 conference attending a tutorial on safe ml. With Morgane Goibert and Alain Rakotomamonjy
💥Differential privacy with LightOn OPUs? Yes, you can!
In collaboration with Criteo AI Lab here is 'Photonic Differential Privacy with Direct Feedback Alignment' by
Ruben Ohana Hamlet Ruiz Julien Launay Alex Chapeaux Iacopo Poli Liva Ralaivola Alain Rakotomamonjy
arxiv.org/abs/2106.03645
💥'Photonic Differential Privacy with Direct Feedback Alignment' has been accepted at #NeurIPS2021 !
A collaboration with Criteo AI Lab with Julien Launay Ruben Ohana Alessandro Cappelli Iacopo Poli Hamlet J. Ruiz Liva Ralaivola Alain Rakotomamonjy
Arxiv: arxiv.org/abs/2106.03645
Unifying GANs and Score-Based Diffusion as Generative Particle Models
by Jean-Yves Franceschi Mike Gartrell @LDosSantos T. Issenhuth, E. de Bézenac Mickael Chen Alain Rakotomamonjy
tl;dr: unify generative models by representing gen. data as moving particles #neurips2023
arxiv.org/abs/2305.16150
Gabriel Peyré Great notebook!
It provides many candidates algorithms for #benchopt (benchopt.github.io), don't you think Alexandre Gramfort Moreau Thomas Mathurin Massias Alain Rakotomamonjy
#ICLR2023 is fast approaching. Discover our papers!
(1/3) 'Continuous PDE Dynamics Forecasting with Implicit Neural Representations'
by Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, P. Gallinari
arxiv.org/abs/2209.14855
github.com/mkirchmeyer/DI…
Collab w/ Criteo AI Lab
Don't miss poster #521 on the links between GANs and Diffusion models, it's live! #NeurIPS2023
a work from Jean-Yves Franceschi Mike Gartrell @LDosSantos T. Issenhuth, Emmanuel de Bézenac Mickael Chen Alain Rakotomamonjy Criteo AI Lab ETH AI Center