Nguyen, Phuong Ha

7 publications

ICML 2024 Proactive DP: A Multiple Target Optimization Framework for DP-SGD Marten Van Dijk, Nhuong Van Nguyen, Toan N. Nguyen, Lam M. Nguyen, Phuong Ha Nguyen

JMLR 2021 A Unified Convergence Analysis for Shuffling-Type Gradient Methods Lam M. Nguyen, Quoc Tran-Dinh, Dzung T. Phan, Phuong Ha Nguyen, Marten van Dijk

AISTATS 2020 A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning Nhan Pham, Lam Nguyen, Dzung Phan, Phuong Ha Nguyen, Marten Dijk, Quoc Tran-Dinh

ICML 2019 Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD Marten Van Dijk, Lam Nguyen, Phuong Ha Nguyen, Dzung Phan

JMLR 2019 New Convergence Aspects of Stochastic Gradient Algorithms Lam M. Nguyen, Phuong Ha Nguyen, Peter Richtárik, Katya Scheinberg, Martin Takáč, Marten van Dijk

NeurIPS 2019 Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD Phuong_Ha Nguyen, Lam Nguyen, Marten van Dijk

ICML 2018 SGD and Hogwild! Convergence Without the Bounded Gradients Assumption Lam Nguyen, Phuong Ha Nguyen, Marten Dijk, Peter Richtarik, Katya Scheinberg, Martin Takac