Sumeet Katariya
18 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π£ Hot Topic Early Bird
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Interdisciplinary Bridge
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Conference Polyglot
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Academic Marathon
(10)
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Dynamic Duo
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Keyword Collector
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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
Selective Uncertainty Propagation in Offline RL
AAAI 2025
Mixed-Effect Thompson Sampling
AISTATS 2023
Finite-Time Logarithmic Bayes Regret Upper Bounds
NIPS 2023
Meta-Learning for Simple Regret Minimization
AAAI 2023
Multi-Task Off-Policy Learning from Bandit Feedback
ICML 2023
Task-Agnostic Graph Explanations
NIPS 2022
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods
ICLR 2022
Deep Hierarchy in Bandits
ICML 2022
Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs
NIPS 2021
Robust Outlier Arm Identification
ICML 2020
MaxGap Bandit: Adaptive Algorithms for Approximate Ranking
NIPS 2019
Conservative Exploration using Interleaving
AISTATS 2019
Adaptive Sampling for Coarse Ranking
AISTATS 2018
Sequential Multiple Hypothesis Testing with Type I Error Control
AISTATS 2017
Stochastic Rank-1 Bandits
AISTATS 2017
Bernoulli Rank-1 Bandits for Click Feedback
IJCAI 2017
DCM Bandits: Learning to Rank with Multiple Clicks
ICML 2016
Sparse Dueling Bandits
AISTATS 2015