Suprovat Ghoshal
4 papers · 2015–2022 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (7)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
π
Trend Setter
Conferences
ICML (2)
AISTATS (1)
COLT (1)
Top co-authors
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