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Computing Nash equilibria for integer programming games
The recently defined class of integer programming games (IPG) models sit...
12/13/2020 ∙ by Margarida Carvalho, et al. ∙
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Curriculum learning for multilevel budgeted combinatorial problems
Learning heuristics for combinatorial optimization problems through grap...
07/07/2020 ∙ by Adel Nabli, et al. ∙
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Complexity of the Multilevel Critical Node Problem
In this work, we analyze a sequential game played in a graph called the ...
07/05/2020 ∙ by Adel Nabli, et al. ∙
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Provable Guarantees for General Two-sided Sequential Matching Markets
Two-sided markets have become increasingly more important during the las...
06/08/2020 ∙ by Alfredo Torrico, et al. ∙
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Segmentation and Optimal Region Selection of Physiological Signals using Deep Neural Networks and Combinatorial Optimization
Physiological signals, such as the electrocardiogram and the phonocardio...
03/17/2020 ∙ by Jorge Oliveira, et al. ∙
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Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming
We introduce a novel approach to optimize the architecture of deep neura...
02/17/2020 ∙ by Mostafa Elaraby, et al. ∙
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Game theoretical analysis of Kidney Exchange Programs
The goal of a kidney exchange program (KEP) is to maximize number of tra...
11/20/2019 ∙ by Margarida Carvalho, et al. ∙
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When Nash Meets Stackelberg
We analyze Nash games played among leaders of Stackelberg games (), and ...
10/14/2019 ∙ by Margarida Carvalho, et al. ∙
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Nash Games Among Stackelberg Leaders
We analyze Nash games played among leaders of Stackelberg games (NASP). ...
10/14/2019 ∙ by Margarida Carvalho, et al. ∙
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A note on the complexity of integer programming games
In this brief note, we prove that the existence of Nash equilibria on in...
07/26/2019 ∙ by Margarida Carvalho, et al. ∙
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