Amir Leshem
4 papers · 2009–2024 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (18)
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Venues
Top co-authors
Research topics
Machine Learning
(3)
Mathematics & Optimization
(3)
Optimization
(3)
Artificial Intelligence
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
multi-armed bandit
(2)
regret bound
(2)
distributed learning
(2)
gaussian density
(1)
message passing
(1)
gaussian approximation
(1)
mimo detection
(1)
gaussian tree approximation
(1)
integer least squares
(1)
online algorithm
(1)
distributed algorithm
(1)
multi-objective reinforcement learning
(1)
factor graph
(1)
max-min fairness
(1)
performance improvement
(1)
model-free algorithm
(1)
tree approximation
(1)
arm allocation
(1)
poly-logarithmic regret
(1)
integer least-square
(1)
Papers
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm
ICML 2024
My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits
ICML 2020
Distributed Multi-Player Bandits - a Game of Thrones Approach
NeurIPS 2018
A Gaussian Tree Approximation for Integer Least-Squares
NeurIPS 2009