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Elias Khalil, Learning in Discrete Optimization
Combinatorial Optimization with Physics-Inspired Graph Neural Networks
Combinatorial Optimization Part 1 (PDG)
TutORial: Machine Learning and Data Mining with Combinatorial Optimization Algorithms
Deep Reinforcement Learning for Online Combinatorial Optimization: The Case of Bipartite Matching
Soledad Villar: Graph neural networks for combinatorial optimization problems
Elias Khalil - Revisiting Backdoors In Integer Programming
combinatorial optimization
ACP Summer School 2023: Predict-then-optimize by Elias Khalil
The Short-path Algorithm for Combinatorial Optimization
RL#6: RL for Combinatorial optimization
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Last Updated: September 30, 2026
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Paper: arxiv.org/abs/1704.01665 Slides: dropbox.com/s/73pjzjt5nu4t3ln/Elias_EindhovenRLSeminar.pdf?dl=0. Full paper: arxiv.org/pdf/1704.01665.pdf Code: github.com/Hanjun-Dai/graph_comb_opt Abstract: The design of ... Tutorial webpage with slides: sites.google.com/view/ml-co-aaai-21/ Presented by: Mixed Integer Programs (MIP) are solved exactly by tree-based branch-and-bound search. However, various components of the ... By Dorit Simona Hochbaum. The dominant Abstract: From assigning computing tasks to servers and advertisements to users, sequential online matching problems arise in a ... Full title: "Predict-then-optimize: A tour of the state-of-the-art using PyEPO" Matthew Hastings, Microsoft Research simons.berkeley.edu/talks/matthew-hastings-06-14-18 Challenges in Quantum ... ... Travelling Salesman Problem [ arxiv.org/abs/1912.05784]
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