Publications

Publications

• An inexact stochastic variance-reduced gradient method for constrained convex finite-sum optimization (with Zhaosong Lu), submitted.

• First-order methods for stochastic and finite-sum convex optimization with deterministic constraints (with Zhaosong Lu), submitted.

• Variance-reduced first-order methods for deterministically constrained stochastic nonconvex optimization with strong convergence guarantees (with Zhaosong Lu and Sanyou Mei), accepted by SIAM Journal on Optimization.