Sougata Chaudhuri
5 papers · 2015–2017 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Keyword Pioneer
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The Questioner
Venues
Top co-authors
Research topics
Keywords
learning to rank
(4)
online learning
(4)
pairwise loss
(2)
regret bound
(2)
top-k feedback
(2)
partial monitoring
(1)
stochastic game
(1)
cross-entropy loss
(1)
online learning to rank
(1)
ranking surrogate
(1)
normalized discounted cumulative gain
(1)
contextual ranking
(1)
combinatorial optimization
(1)
subset ranking
(1)
regret analysis
(1)
exploration exploitation
(1)
generalization error bound
(1)
multi-armed bandit
(1)
Papers
Online Learning to Rank with Top-k Feedback
JMLR 2017
Online Learning to Rank with Feedback at the Top
AISTATS 2016
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games
NeurIPS 2016
Generalization error bounds for learning to rank: Does the length of document lists matter?
ICML 2015
Online Ranking with Top-1 Feedback
AISTATS 2015