Sumeet Katariya
18 papers
· 2015–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Renaissance Researcher
(7)
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
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Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(35)
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Interdisciplinary Bridge
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Conference Polyglot
(6)
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Academic Marathon
(10)
π€
Dynamic Duo
(10)
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Triple Crown
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Grand Slam
π₯
Unstoppable
(9)
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Century Club
(18)
ποΈ
Keyword Collector
(81)
Conferences
AISTATS (6)
ICML (4)
NIPS (4)
AAAI (2)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
multi-armed bandit
(8)
regret bound
(6)
sample complexity
(3)
bandit algorithm
(3)
bayes regret
(2)
bayesian optimization
(2)
ucb algorithm
(2)
upper confidence bound
(2)
thompson sampling
(2)
online learning
(2)
bayesian inference
(1)
policy learning
(1)
explainable ai
(1)
multitask learning
(1)
probabilistic modeling
(1)
offline reinforcement learning
(1)
self-supervised learning
(1)
dynamic programming
(1)
logical reasoning
(1)
exploration-exploitation tradeoff
(1)
Papers
Mixed-Effect Thompson Sampling
AISTATS 2023
Task-Agnostic Graph Explanations
NIPS 2022
Deep Hierarchy in Bandits
ICML 2022
Robust Outlier Arm Identification
ICML 2020
Conservative Exploration using Interleaving
AISTATS 2019
Adaptive Sampling for Coarse Ranking
AISTATS 2018
Stochastic Rank-1 Bandits
AISTATS 2017
Bernoulli Rank-1 Bandits for Click Feedback
IJCAI 2017
Sparse Dueling Bandits
AISTATS 2015