Suprovat Ghoshal
4 papers · 2015–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
sample complexity
(2)
compressed sensing
(1)
online learning
(1)
preference learning
(1)
pac learning
(1)
ranking aggregation
(1)
halfspace learning
(1)
numerical linear algebra
(1)
bradley-terry-luce model
(1)
low-rank model
(1)
pairwise preference
(1)
proper learning
(1)
preference bandit
(1)
block-rank model
(1)
high-dimensional geometry
(1)
property testing
(1)
adversarial noise
(1)
correlation structure
(1)
polynomial threshold function
(1)
condorcet winner
(1)
Papers
Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits
AISTATS 2022
Hardness of Learning Noisy Halfspaces using Polynomial Thresholds
COLT 2018
Testing Sparsity over Known and Unknown Bases
ICML 2018
Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top
ICML 2015