Overcoming Catastrophic Forgetting via Direction-Constrained Optimization.
Yunfei TengAnna ChoromanskaMurray CampbellSongtao LuParikshit RamLior HoreshPublished in: ECML/PKDD (1) (2022)
Keyphrases
- constrained optimization
- objective function
- constrained optimization problems
- augmented lagrangian
- penalty function
- unconstrained optimization
- constraint handling
- stationary points
- evolutionary strategy
- neural network
- inequality constraints
- interval analysis
- genetic programming
- video coding
- evolutionary algorithm
- closed form solutions
- penalty functions
- lagrange multiplier method