Hossein Esfandiari
19 papers · 2016–2024 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Triple Crown
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Grand Slam
π€
Dynamic Duo
(17)
π
Renaissance Researcher
(6)
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Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(91)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(16)
Mathematics & Optimization
(14)
Optimization
(13)
Optimization & Theory
(11)
Computer Science
(6)
Core Methods
(6)
Learning Types
(6)
Application Areas
(5)
Foundations
(4)
Mathematics
(3)
Security & Privacy
(2)
Differential Privacy
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Keywords
regret bound
(4)
multi-armed bandit
(4)
approximation algorithm
(4)
online algorithm
(3)
sequential decision
(3)
distributed algorithm
(3)
differential privacy
(3)
mutual information
(2)
submodular optimization
(2)
approximation guarantee
(2)
adversarial robustness
(2)
stochastic bandit
(2)
exploration-exploitation tradeoff
(1)
online advertising
(1)
high-dimensional statistics
(1)
online decision making
(1)
k-means clustering
(1)
mean estimation
(1)
sample complexity
(1)
mixed integer programming
(1)
Papers
High-Dimensional Geometric Streaming for Nearly Low Rank Data
ICML 2024
Replicable Bandits
ICLR 2023
Replicable Clustering
NeurIPS 2023
Robust and private stochastic linear bandits
ICML 2023
Robust Load Balancing with Machine Learned Advice
JMLR 2023
Anonymous Bandits for Multi-User Systems
NeurIPS 2022
Label differential privacy via clustering
AISTATS 2022
Tight and Robust Private Mean Estimation with Few Users
ICML 2022
Adaptivity in Adaptive Submodularity
COLT 2021
Almost Linear Time Density Level Set Estimation via DBSCAN
AAAI 2021
Extreme k-Center Clustering
AAAI 2021
Regret Bounds for Batched Bandits
AAAI 2021
Contextual Reserve Price Optimization in Auctions via Mixed Integer Programming
NeurIPS 2020
Prophets, Secretaries, and Maximizing the Probability of Choosing the Best
AISTATS 2020
Categorical Feature Compression via Submodular Optimization
ICML 2019
Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond
NeurIPS 2019
Online Pandoraβs Boxes and Bandits
AAAI 2019
Parallel and Streaming Algorithms for K-Core Decomposition
ICML 2018
Bi-Objective Online Matching and Submodular Allocations
NeurIPS 2016