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Techniques for combinatorial optimization: Spectral Graph Theory and Semidefinite Programming
Microsoft Research
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44:36
Chordal Graphs and Sparse Semidefinite Optimization
Simons Institute for the Theory of Computing
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Elias B. Khalil "Learning Combinatorial Optimization Algorithms over Graphs"
Eindhoven Reinforcement Learning Seminar
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40:14
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10. Szemerédi's graph regularity lemma V: hypergraph removal and spectral proof
MIT OpenCourseWare
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Matrix completion, chordal graphs, and semidefinite optimization (Lecture 1)
Fields Institute
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56:25
The Unreasonable Effectiveness of Spectral Graph Theory: A Confluence of Algorithms, Geometry & ...
Simons Institute for the Theory of Computing
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Solving Combinatorial Optimization Problems with Constraint Programming and OscaR
UCLouvain - Université catholique de Louvain
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Combinatorial Optimization with Physics-Inspired Graph Neural Networks
Quantum Algorithm Seminar Series - GoC
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Goemans-Williamson Max-Cut Algorithm | The Practical Guide to Semidefinite Programming (4/4)
Visually Explained
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Zico Kolter: "Fast semidefinite programming for (differentiable) combinatorial optimization"
Institute for Pure & Applied Mathematics (IPAM)
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58:59
Spectral graph sparsification Part 1: -- (The Combinatorial Multigrid Solver)
Microsoft Research
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