Romain Cosson
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Learning Types
(2)
Computer Science
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Foundations
(1)
Mathematics
(1)
Optimization
(1)
Keywords
online learning
(2)
binary classification
(1)
variational inference
(1)
online decision making
(1)
universal consistency
(1)
log-partition function
(1)
multi-class classification
(1)
mean-field approximation
(1)
stochastic process
(1)
online algorithm
(1)
graphical model
(1)
randomized algorithm
(1)
universal learning
(1)
competitive analysis
(1)
competitive ratio
(1)
distributed system
(1)
metrical task system
(1)
approximation ratio
(1)
nearest neighbor algorithm
(1)
tree-reweighted message passing
(1)
Papers
Barely Random Algorithms and Collective Metrical Task Systems
NeurIPS 2024
Universal Online Learning with Bounded Loss: Reduction to Binary Classification
COLT 2022
Universal Online Learning with Unbounded Losses: Memory Is All You Need
ALT 2022
Quantifying Variational Approximation for Log-Partition Function
COLT 2021