ARMS: Antithetic-REINFORCE-Multi-Sample Gradient for Binary Variables.
Aleksandar DimitrievMingyuan ZhouPublished in: ICML (2021)
Keyphrases
- binary variables
- knapsack problem
- continuous variables
- random variables
- problems in computer vision
- linear constraints
- energy function
- linear program
- limited memory
- sample size
- mixed integer programming
- piecewise linear
- dynamic systems
- convex functions
- image segmentation
- optimal solution
- linear programming relaxation
- real time
- energy minimization
- np hard
- special case