Nhan H. Pham

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Evaluation Method

Stochastic Optimization

Top Venues

Publications

Nhan H. Pham, Lam M. Nguyen, Jie Chen, Hoang Thanh Lam, Subhro Das, Tsui-Wei Weng
Attacking c-MARL More Effectively: A Data Driven Approach. ICDM (2023)
Quoc Tran-Dinh, Nhan H. Pham, Dzung T. Phan, Lam M. Nguyen
A hybrid stochastic optimization framework for composite nonconvex optimization. Math. Program. 191 (2) (2022)
Nhan H. Pham, Lam M. Nguyen, Jie Chen, Hoang Thanh Lam, Subhro Das, Tsui-Wei Weng
Evaluating Robustness of Cooperative MARL: A Model-based Approach. CoRR (2022)
Nhan H. Pham, Lam M. Nguyen, Dzung T. Phan, Quoc Tran-Dinh
Federated Learning with Randomized Douglas-Rachford Splitting Methods. CoRR (2021)
Dzung T. Phan, Lam M. Nguyen, Pavankumar Murali, Nhan H. Pham, Hongsheng Liu, Jayant R. Kalagnanam
Regression Optimization for System-level Production Control. ACC (2021)
Quoc Tran-Dinh, Nhan H. Pham, Dzung T. Phan, Lam M. Nguyen
FedDR - Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization. NeurIPS (2021)
Thinh T. Doan, Lam M. Nguyen, Nhan H. Pham, Justin Romberg
Finite-Time Analysis of Stochastic Gradient Descent under Markov Randomness. CoRR (2020)
Nhan H. Pham, Lam M. Nguyen, Dzung T. Phan, Phuong Ha Nguyen, Marten van Dijk, Quoc Tran-Dinh
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning. AISTATS (2020)
Nhan H. Pham, Lam M. Nguyen, Dzung T. Phan, Quoc Tran-Dinh
ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization. J. Mach. Learn. Res. 21 (2020)
Nhan H. Pham, Lam M. Nguyen, Dzung T. Phan, Phuong Ha Nguyen, Marten van Dijk, Quoc Tran-Dinh
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning. CoRR (2020)
Quoc Tran-Dinh, Nhan H. Pham, Lam M. Nguyen
Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization. ICML (2020)
Nhan H. Pham, Lam M. Nguyen, Dzung T. Phan, Quoc Tran-Dinh
ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization. CoRR (2019)
Quoc Tran-Dinh, Nhan H. Pham, Dzung T. Phan, Lam M. Nguyen
A Hybrid Stochastic Optimization Framework for Stochastic Composite Nonconvex Optimization. CoRR (2019)
Hung Manh La, Tran Hiep Dinh, Nhan H. Pham, Quang Phuc Ha, Anh Quyen Pham
Automated robotic monitoring and inspection of steel structures and bridges. Robotica 37 (5) (2019)
Tuan Le, Spencer Gibb, Nhan H. Pham, Hung Manh La, Logan Falk, Tony Berendsen
Autonomous robotic system using non-destructive evaluation methods for bridge deck inspection. ICRA (2017)
Nhan H. Pham, Hung M. La
Design and implementation of an autonomous robot for steel bridge inspection. Allerton (2016)