Hossein Esfandiari
19 papers · 2016–2024 · 7 conferences · across top CS/AI conferences
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(29)
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(17)
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Conferences
ICML (5)
NIPS (5)
AAAI (4)
AISTATS (2)
COLT (1)
ICLR (1)
JMLR (1)
Top co-authors
Research topics
Keywords
approximation algorithm
(4)
regret bound
(3)
multi-armed bandit
(3)
differential privacy
(3)
online algorithm
(3)
sequential decision
(3)
distributed algorithm
(3)
mutual information
(2)
adversarial robustness
(2)
graph theory
(1)
probability distribution
(1)
k-means clustering
(1)
nearest neighbor search
(1)
mixed integer programming
(1)
active learning
(1)
high-dimensional statistics
(1)
stochastic process
(1)
online decision making
(1)
excess risk
(1)
locality-sensitive hashing
(1)
Papers
High-Dimensional Geometric Streaming for Nearly Low Rank Data
ICML 2024
Robust and private stochastic linear bandits
ICML 2023
Replicable Bandits
ICLR 2023
Replicable Clustering
NIPS 2023
Robust Load Balancing with Machine Learned Advice
JMLR 2023
Label differential privacy via clustering
AISTATS 2022
Tight and Robust Private Mean Estimation with Few Users
ICML 2022
Anonymous Bandits for Multi-User Systems
NIPS 2022
Adaptivity in Adaptive Submodularity
COLT 2021
Extreme k-Center Clustering
AAAI 2021
Regret Bounds for Batched Bandits
AAAI 2021
Almost Linear Time Density Level Set Estimation via DBSCAN
AAAI 2021
Prophets, Secretaries, and Maximizing the Probability of Choosing the Best
AISTATS 2020
Contextual Reserve Price Optimization in Auctions via Mixed Integer Programming
NIPS 2020
Categorical Feature Compression via Submodular Optimization
ICML 2019
Online Pandoraβs Boxes and Bandits
AAAI 2019
Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond
NIPS 2019
Parallel and Streaming Algorithms for K-Core Decomposition
ICML 2018
Bi-Objective Online Matching and Submodular Allocations
NIPS 2016