Sudeep Salgia
9 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (5) π Interdisciplinary Bridge
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Taxonomy Completionist
(17)
Conferences
ICML (4)
AISTATS (3)
NIPS (2)
Top co-authors
Keywords
regret bound
(2)
sublinear regret
(2)
reinforcement learning
(1)
convex optimization
(1)
sample complexity
(1)
communication complexity
(1)
kernel learning
(1)
markov decision process
(1)
gaussian process
(1)
multi-agent learning
(1)
coordinate descent
(1)
bayesian optimization
(1)
collaborative learning
(1)
cumulative regret
(1)
online algorithm
(1)
information-theoretic lower bound
(1)
overparameterized neural network
(1)
kernel bandit
(1)
communication constraint
(1)
neural contextual bandit
(1)
Papers
Differentially Private Kernelized Contextual Bandits
AISTATS 2025
Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness
AISTATS 2025
Characterizing the Accuracy-Communication-Privacy Trade-off in Distributed Stochastic Convex Optimization
AISTATS 2025
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency
ICML 2024
The Sample-Communication Complexity Trade-off in Federated Q-Learning
NIPS 2024
Provably and Practically Efficient Neural Contextual Bandits
ICML 2023
Distributed Linear Bandits under Communication Constraints
ICML 2023
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance
NIPS 2021
Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization
ICML 2020