Stochastic Adaptive Line Search for Differentially Private Optimization.
Chen ChenJaewoo LeePublished in: CoRR (2020)
Keyphrases
- line search
- differentially private
- global convergence
- quadratic programming
- step size
- risk minimization
- convergence rate
- conjugate gradient
- differential privacy
- primal dual
- objective function
- linear program
- optimization methods
- optimization procedure
- optimization algorithm
- data sets
- optimization problems
- linear programming problems
- convergence speed
- convex optimization
- global optimization
- wavelet transform
- bayesian networks
- machine learning