Ghadimi, Saeed

6 publications

UAI 2023 A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite Optimization Tesi Xiao, Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi

NeurIPS 2022 A Projection-Free Algorithm for Constrained Stochastic Multi-Level Composition Optimization Tesi Xiao, Krishnakumar Balasubramanian, Saeed Ghadimi

NeurIPS 2022 Constrained Stochastic Nonconvex Optimization with State-Dependent Markov Data Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi

JMLR 2022 Stochastic Zeroth-Order Optimization Under Nonstationarity and Nonconvexity Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra

NeurIPS 2020 Escaping Saddle-Point Faster Under Interpolation-like Conditions Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra

NeurIPS 2018 Zeroth-Order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates Krishnakumar Balasubramanian, Saeed Ghadimi