Stochastic Adaptive Line Search for Differentially Private Optimization.
Chen ChenJaewoo LeePublished in: IEEE BigData (2020)
Keyphrases
- line search
- differentially private
- global convergence
- quadratic programming
- step size
- risk minimization
- convergence rate
- conjugate gradient
- differential privacy
- primal dual
- objective function
- optimization procedure
- optimization methods
- optimization algorithm
- convergence speed
- linear programming
- personal information
- neural network
- probabilistic model
- global optimization
- multiresolution
- linear program