Constrained Autoencoders: Incorporating equality constraints in learned scientific data compression.
Jaemoon LeeAnand RangarajanSanjay RankaPublished in: DCC (2023)
Keyphrases
- data compression
- equality constraints
- quadratic programming problems
- nonlinear programming
- compression algorithm
- linear constraints
- decomposition algorithm
- complex valued
- constrained optimization problems
- denoising
- compression ratio
- convex quadratic optimization
- neural network
- real valued
- optimal solution
- compressed data
- linear programming
- evolutionary algorithm
- model selection