Rémi Leblond
6 papers · 2017–2021 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer
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Research topics
Machine Learning
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Learning Types
(1)
Methods
(1)
Keywords
linear convergence
(2)
multicore system
(2)
asynchronous parallel
(2)
incremental gradient
(2)
stochastic gradient descent
(2)
empirical risk minimization
(1)
value function
(1)
variance reduction
(1)
maximum likelihood estimation
(1)
asynchronous optimization
(1)
monte carlo tree search
(1)
nonsmooth optimization
(1)
proximal operator
(1)
convergence rate
(1)
recurrent neural network
(1)
multi-agent game
(1)
beam search
(1)
exposure bia
(1)
asynchronous method
(1)
proximal method
(1)
Papers
Machine Translation Decoding beyond Beam Search
EMNLP 2021
OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning
ICML 2020
Improved Asynchronous Parallel Optimization Analysis for Stochastic Incremental Methods
JMLR 2018
SEARNN: Training RNNs with global-local losses
ICLR 2018
ASAGA: Asynchronous Parallel SAGA
AISTATS 2017
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization
NeurIPS 2017