A Gentle Introduction to Gradient-Based Optimization and Variational Inequalities for Machine Learning.
Neha S. WadiaYatin DandiMichael I. JordanPublished in: CoRR (2023)
Keyphrases
- variational inequalities
- nonlinear programming
- machine learning
- saddle point
- sensitivity analysis
- complementarity problems
- hilbert spaces
- fixed point
- primal dual
- convex sets
- data mining
- linear complementarity problem
- boundary conditions
- variational inequality problems
- set valued
- optimization problems
- nash equilibrium
- linear programming
- database
- upper bound
- learning algorithm
- lipschitz continuity
- databases