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20172026
most citedExact Combinatorial Optimization with Graph Convolutional Neural Networks

249 citations · 790 across the 59 of their papers we have counts for

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6 papers · 1 filter

cs.GT2021

ZERO: Playing Mathematical Programming Games

Gabriele Dragotto, Sriram Sankaranarayanan, Margarida Carvalho +1

We present ZERO, a modular and extensible C++ library interfacing Mathematical Programming and Game Theory. ZERO provides a comprehensive toolkit of modeling interfaces and algorit…

cs.GT2021★ 1 cited

Capacity Planning in Stable Matching

Federico Bobbio, Margarida Carvalho, Andrea Lodi +2

Motivated by the shortage of seats that the Chilean school choice system is facing, we introduce the problem of jointly increasing school capacities and finding a student-optimal a…

cs.GT2020★ 22 cited

Computing Nash equilibria for integer programming games

Margarida Carvalho, Andrea Lodi, João Pedro Pedroso

The recently defined class of integer programming games (IPG) models situations where multiple self-interested decision makers interact, with their strategy sets represented by a f…

cs.GT2020

Multi-agent Assortment Optimization in Sequential Matching Markets

Alfredo Torrico, Margarida Carvalho, Andrea Lodi

Motivated by the challenges faced by choice-based matching platforms, in this work, we study a generalization of the foundational model introduced by Ashlagi et al. (2022). Specifi…

cs.GT2019★ 19 cited

Game theoretical analysis of Kidney Exchange Programs

Margarida Carvalho, Andrea Lodi

The goal of a kidney exchange program (KEP) is to maximize number of transplants within a pool of incompatible patient-donor pairs by exchanging donors. A KEP can be modelled as a…

cs.GT2019★ 11 cited

When Nash Meets Stackelberg

Margarida Carvalho, Gabriele Dragotto, Felipe Feijoo +2

This article introduces a class of games among players (), namely, a class of simultaneous non-cooperative games where the players solve sequential Stac…