Private Stochastic Convex Optimization with Optimal Rates.

Raef Bassily Vitaly Feldman Kunal Talwar Abhradeep Thakurta

Published in: CoRR (2019)

Keyphrases

convex optimization
interior point methods
low rank
convex optimization problems
primal dual
norm minimization
convex constraints
total variation
convex relaxation
machine learning
operator splitting
dynamic programming
optimal solution
worst case
basis pursuit