A Differentiable Approach to the Maximum Independent Set Problem Using Graph-Based Neural Network Structures.
Ismail R. AlkhouriGeorge K. AtiaAlvaro VelasquezPublished in: MLSP (2022)
Keyphrases
- maximum independent set
- graph theoretic
- graph theory
- independent set
- network architecture
- objective function
- neural network
- bio inspired
- semi supervised
- artificial neural
- graph model
- hebbian learning
- neural computation
- nonlinear predictive control
- associative memory
- graphical models
- learning rules
- dynamic programming
- neural model
- multi objective
- strictly convex
- search algorithm