Romain Cosson
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
COLT (2)
ALT (1)
NIPS (1)
Keywords
online learning
(2)
binary classification
(1)
variational inference
(1)
online decision making
(1)
multiclass classification
(1)
universal consistency
(1)
log-partition function
(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)
nearest neighbor algorithm
(1)
tree-reweighted message passing
(1)
unbounded loss
(1)
non-i.i.d. process
(1)
Papers
Barely Random Algorithms and Collective Metrical Task Systems
NIPS 2024
Universal Online Learning with Unbounded Losses: Memory Is All You Need
ALT 2022
Universal Online Learning with Bounded Loss: Reduction to Binary Classification
COLT 2022
Quantifying Variational Approximation for Log-Partition Function
COLT 2021