Machine Learning & Combinatorial Optimization

Survey

Graph Matching

Quadratic Assignment Problem

Travelling Salesman Problem

Portfolio Optimization

Maximal Cut

Vehicle Routing Problem

Job Shop Scheduling Problem

Maximum Independent Set

Generalization

Orienteering Problem

Knapsack

Computing Resource Allocation

Bin Packing Problem

Graph Edit Distance

Hamiltonian Cycle Problem

Graph Coloring

Maximal Common Subgraph

Influence Maximization

Boolean Satisfiability

Max Clique

Mixed Integer Programming

Causal Discovery

Game Theoretic Semantics

Differentiable Optimization

Car Dispatch

Conjunctive Query Containment

Virtual Network Embedding

Predict+Optimize

Optimal Power Flow

Facility Location Problem

Sorting & Ranking

Combinatorial Drug Recommendation

Stochastic Combinatorial Optimization