Complexity of Single Loop Algorithms for Nonlinear Programming with
Stochastic Objective and ConstraintsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Desirable Companion for Vertical Federated Learning: New Zeroth-Order
Gradient Based AlgorithmInternational Conference on Information and Knowledge Management (CIKM), 2021 |
Secure Bilevel Asynchronous Vertical Federated Learning with Backward
UpdatingAAAI Conference on Artificial Intelligence (AAAI), 2021 |
A Framework of Inertial Alternating Direction Method of Multipliers for
Non-Convex Non-Smooth OptimizationComputational optimization and applications (COA), 2021 |
Nonconvex Zeroth-Order Stochastic ADMM Methods with Lower Function Query
ComplexityIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 |
Zeroth-Order Stochastic Alternating Direction Method of Multipliers for
Nonconvex Nonsmooth OptimizationInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 |