Papers @AISTATS (x4), @ICLR, @TMLR, @AAAI, @AAMAS

By: Criteo AI Lab / 25 Jan 2023

In this new year 2023, we are happy to share that Criteos have had a few papers accepted/published in top ML venues:

AISTATS 2023

• Yannis Bekri (Université Grenoble Alpes), Sasila Ilandarideva (CREST, ENSAE & Université Grenoble Alpes), Anatoli B. Juditsky (Université Grenoble Alpes), Vianney Perchet (Criteo AI Lab & CREST, ENSAE). Stochastic Mirror Descent for Large-Scale Sparse Recovery

• Song DUONG (Criteo AI Lab & Sorbonne Université), Alberto Lumbreras (Criteo AI Lab), Mike Gartrell (Criteo AI Lab), Patrick Gallinari (Sorbonne Université & Criteo AI Lab). Learning from Multiple Sources for Data-to-Text and Text-to-Data.

• Imad Aouali (Criteo AI Lab & CREST, ENSAE), Branislav Kveton (Amazon), Sumeet Katariya (Amazon). Mixed-Effect Thompson Sampling.

• Elvis Dohmatob (Meta AI Research), Chuan Guo (Meta AI Research), and Morgane Goibert (Criteo AI Lab). Origins of Low-Dimensional Adversarial Perturbations

ICLR 2023

• Yuan Yin (Sorbonne Université), Matthieu Kirchmeyer (Sorbonne Université & Criteo AI Lab), Jean-Yves Franceschi (Criteo AI Lab), Alain Rakotomamonjy (Criteo AI Lab), Patrick Gallinari (Sorbonne Université & Criteo AI Lab). Continuous PDE Dynamics Forecasting with Implicit Neural Representations. Spotlight paper (Notable-top-25%).

TMLR

• Thibaut Issenhuth (Criteo AI Lab / École des Ponts ParisTech), Ugo Tanielian (Criteo AI Lab), Jeremie Mary (Criteo AI Lab), David Picard (IMAGINE / École des Ponts ParisTech).

EdiBERT: a generative model for image editing

AAMAS 2023

• Paul Daoudi∗ (Huawei), Bogdan Robu (GIPSA-Lab), Christophe Prieur (GIPSA-Lab), Ludovic Dos Santos ∗ (Criteo AI Lab), Merwan Barlier∗ (Huawei). Enhancing Reinforcement Learning Agents with Local Guides.

AAAI 2023

• Otmane Sakhi (Criteo AI Lab), David Rohde (Criteo AI Lab), Alexandre Gilotte (Criteo AI Lab). Fast Offline Policy Optimization for Large Scale Recommendation.