Towards a Better Theoretical Understanding of Independent Subnetwork
TrainingInternational Conference on Machine Learning (ICML), 2023 |
Fairly Private Through Group Tagging and Relation ImpactModeling Decisions for Artificial Intelligence (MDAI), 2021 |
Revisiting Randomized Gossip Algorithms: General Framework, Convergence
Rates and Novel Block and Accelerated ProtocolsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2019 |
Convergence Analysis of Inexact Randomized Iterative MethodsSIAM Journal on Scientific Computing (SISC), 2019 |
Momentum and Stochastic Momentum for Stochastic Gradient, Newton,
Proximal Point and Subspace Descent MethodsComputational optimization and applications (COA), 2017 |