
![]() SPIRAL: A superlinearly convergent incremental proximal algorithm for
nonconvex finite sum minimizationComputational optimization and applications (Comput. Optim. Appl.), 2022 |
![]() Random-reshuffled SARAH does not need a full gradient computationsOptimization Letters (Optim. Lett.), 2021 |
![]() Random Reshuffling with Variance Reduction: New Analysis and Better
RatesConference on Uncertainty in Artificial Intelligence (UAI), 2021 |
![]() Cyclic Coordinate Dual Averaging with ExtrapolationSIAM Journal on Optimization (SIAM J. Optim.), 2021 |
![]() Advances in Asynchronous Parallel and Distributed OptimizationProceedings of the IEEE (Proc. IEEE), 2020 |
![]() Curvature-aided Incremental Aggregated Gradient MethodAllerton Conference on Communication, Control, and Computing (Allerton), 2017 |
![]() IQN: An Incremental Quasi-Newton Method with Local Superlinear
Convergence RateSIAM Journal on Optimization (SIAM J. Optim.), 2017 |