Laurent Sifre
7 papers · 2013–2022 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Bronze
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Keyword Pioneer
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Mega-Team Β· Squad
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Trend Setter
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Conference Pioneer
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Applications Β· Natural Language Processing
(2)
Core Methods
(2)
Methods
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Applications Β· Reinforcement Learning
(1)
Keywords
scaling law
(2)
policy optimization
(1)
monte carlo tree search
(1)
question answering
(1)
large-scale retrieval
(1)
wavelet transform
(1)
document retrieval
(1)
value function
(1)
nearest neighbor search
(1)
value iteration
(1)
continuous control
(1)
model-based reinforcement learning
(1)
texture classification
(1)
nearest neighbor retrieval
(1)
decision making
(1)
convolutional network
(1)
offline reinforcement learning
(1)
mixture of expert
(1)
model scaling
(1)
reinforcement learning
(1)
Papers
An empirical analysis of compute-optimal large language model training
NeurIPS 2022
Improving Language Models by Retrieving from Trillions of Tokens
ICML 2022
Large-Scale Retrieval for Reinforcement Learning
NeurIPS 2022
Unified Scaling Laws for Routed Language Models
ICML 2022
Machine Translation Decoding beyond Beam Search
EMNLP 2021
Muesli: Combining Improvements in Policy Optimization
ICML 2021
Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination
CVPR 2013