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02/23/2023
Grading and Ranking Large number of candidates
It is common that a jury must grade a set of candidates in a cardinal sc...
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07/07/2022
Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions
Recent extensions to dynamic games of the well-known fictitious play lea...
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06/01/2022
An α-No-Regret Algorithm For Graphical Bilinear Bandits
We propose the first regret-based approach to the Graphical Bilinear Ban...
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08/10/2021
Level-strategyproof Belief Aggregation Mechanisms
In the problem of aggregating experts' probabilistic predictions over an...
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07/15/2021
EPTAS for stable allocations in matching games
Gale-Shapley introduced a matching problem between two sets of agents wh...
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07/04/2021
Learning in nonatomic games, Part I: Finite action spaces and population games
We examine the long-run behavior of a wide range of dynamics for learnin...
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02/23/2021
New Characterizations of Strategy-Proofness under Single-Peakedness
We provide novel simple representations of strategy-proof voting rules w...
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12/14/2020
Best Arm Identification in Graphical Bilinear Bandits
We introduce a new graphical bilinear bandit problem where a learner (or...
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08/04/2020
Stable Matching Games
In 1962, Gale and Shapley introduced a matching problem between two sets...
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05/14/2019
NGO-GM: Natural Gradient Optimization for Graphical Models
This paper deals with estimating model parameters in graphical models. W...
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12/27/2018
A discrete version of CMA-ES
Modern machine learning uses more and more advanced optimization techniq...
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09/28/2016