Rémi Leblond

6 papers · 2017–2021 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (9) 🚀 Conference Pioneer 📈 Trend Setter

Conferences

AISTATS (1) EMNLP (1) ICLR (1) ICML (1) JMLR (1) NIPS (1)

Top co-authors

Simon Lacoste-Julien (4) Fabian Pedregosa (3) Jean-Baptiste Alayrac (2) Alexander Vezhnevets (1) Karen Simonyan (1) Laurent Sifre (1) Miruna Pislar (1) Oriol Vinyals (1) Joel Z Leibo (1) Lespiau Jean-Baptiste (1)

Keywords

incremental gradient (2) multi-core system (2) linear convergence (2) asynchronous parallel (2) stochastic gradient descent (2) variance reduction (1) asynchronous optimization (1) monte carlo tree search (1) nonsmooth optimization (1) proximal operator (1) convergence rate (1) multi-agent game (1) beam search (1) asynchronous method (1) proximal method (1) linear speedup (1) strategic response (1) asynchronous parallel optimization (1) perturbed iterate (1) game-theoretic structure (1)

Papers

Machine Translation Decoding beyond Beam Search EMNLP 2021

OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning ICML 2020

SEARNN: Training RNNs with global-local losses ICLR 2018

Improved Asynchronous Parallel Optimization Analysis for Stochastic Incremental Methods JMLR 2018

Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NIPS 2017

ASAGA: Asynchronous Parallel SAGA AISTATS 2017