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05/26/2022
SigMaNet: One Laplacian to Rule Them All
This paper introduces SigMaNet, a generalized Graph Convolutional Networ...
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04/19/2021
A Unified Framework for Multistage and Multilevel Mixed Integer Linear Optimization
We introduce a unified framework for the study of multilevel mixed integ...
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03/10/2021
Deep learning methods for screening patients' S-ICD implantation eligibility
Subcutaneous Implantable Cardioverter-Defibrillators (S-ICDs) are used f...
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01/19/2020
Infrequent adverse event prediction in low carbon energy production using machine learning
Machine Learning is one of the fastest growing fields in academia. Many ...
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08/02/2019
Bayesian Persuasion with Sequential Games
We study an information-structure design problem (a.k.a. persuasion) wit...
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01/18/2019
Computing Optimal Coarse Correlated Equilibria in Sequential Games
We investigate the computation of equilibria in extensive-form games whe...
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08/30/2018
Leadership in Singleton Congestion Games: What is Hard and What is Easy
We study the problem of computing Stackelberg equilibria Stackelberg gam...
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08/04/2018
Computing a Pessimistic Leader-Follower Equilibrium with Multiple Followers: the Mixed-Pure Case
The search problem of computing a leader-follower equilibrium has been w...
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07/07/2017