D. Phan

发表

Optimization Approaches to Security-Constrained Unit Commitment and Economic Dispatch with Uncertainty Analysis

Dzung T. Phan, Ali Koc, D. Phan, 2013 .

An Ellipsoidal Branch and Bound Algorithm for Global Optimization

William W. Hager, Dzung T. Phan, W. Hager, 2009, SIAM J. Optim..

Some Efficient Optimization Methods for Solving the Security-Constrained Optimal Power Flow Problem

J. Kalagnanam, D. Phan, 2014, IEEE Transactions on Power Systems.

A Unified Convergence Analysis for Shuffling-Type Gradient Methods

Marten van Dijk, Lam M. Nguyen, Phuong Ha Nguyen, 2020, J. Mach. Learn. Res..

Some Optimization Models and Techniques for Electric Power System Short‐term Operations

D. Phan, A. Sun, 2014 .

Modern Optimization Models and Techniques for Electric Power Systems Operation

D. Phan, A. Sun, 2012 .

Overconfidence Bias, Comparative Evidences between Vietnam and Selected ASEAN Countries

D. Phan, Van Le, Thanh Thi Ha Nguyen, 2020 .

Finite-sum smooth optimization with SARAH

Marten van Dijk, Lam M. Nguyen, Phuong Ha Nguyen, 2019, Computational Optimization and Applications.

A hybrid stochastic optimization framework for composite nonconvex optimization

Lam M. Nguyen, Nhan H. Pham, Q. Tran-Dinh, 2021, Mathematical Programming.

Minimal Impact Corrective Actions in Security-Constrained Optimal Power Flow Via Sparsity Regularization

Dzung T. Phan, Xu Andy Sun, X. Sun, 2015, IEEE Transactions on Power Systems.

Fast Algorithms for Image Reconstruction with Application to Partially Parallel MR Imaging

William W. Hager, Yunmei Chen, Wotao Yin, 2012, SIAM J. Imaging Sci..

Change Detection Using Directional Statistics

Jayant Kalagnanam, Tsuyoshi Idé, Dzung T. Phan, 2016, IJCAI.

Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks

Raymond H. Putra, Tsuyoshi Idé, Dzung T. Phan, 2019, IJCAI.

Two-stage stochastic optimization for optimal power flow under renewable generation uncertainty

Soumyadip Ghosh, Dzung T. Phan, Soumyadip Ghosh, 2014, ACM Trans. Model. Comput. Simul..

Distributed methods for solving the security-constrained optimal power flow problem

Jayant Kalagnanam, Dzung T. Phan, J. Kalagnanam, 2012, 2012 IEEE PES Innovative Smart Grid Technologies (ISGT).

Lagrangian Duality and Branch-and-Bound Algorithms for Optimal Power Flow

Dzung T. Phan, D. Phan, 2012, Oper. Res..

ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization pdf

Lam M. Nguyen, Quoc Tran-Dinh, Dzung T. Phan, 2019, J. Mach. Learn. Res..

Federated Learning with Randomized Douglas-Rachford Splitting Methods pdf

Lam M. Nguyen, Quoc Tran-Dinh, Dzung T. Phan, 2021, ArXiv.

Ensembling Graph Predictions for AMR Parsing pdf

Ramón Fernández Astudillo, Lam M. Nguyen, Yufang Hou, 2021, NeurIPS.

Cardinality-Regularized Hawkes-Granger Model

N. Abe, D. Phan, T. Idé, 2022, NeurIPS.

An End-to-End Time Series Model for Simultaneous Imputation and Forecast

Lam M. Nguyen, J. Kalagnanam, D. Phan, 2023, ArXiv.

AI-Based Real-Time Site-Wide Optimization for Process Manufacturing

Lam M. Nguyen, J. Kalagnanam, D. Phan, 2022, INFORMS J. Appl. Anal..

A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning pdf

Marten van Dijk, Lam M. Nguyen, Phuong Ha Nguyen, 2020, AISTATS.

Time Series Anomaly Detection Toolkit for Data Scientist

D. Phan, Dhaval Patel, Markus Mueller, 2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE).

FedDR - Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization

Lam M. Nguyen, Quoc Tran-Dinh, Dzung T. Phan, 2021, NeurIPS.

Hybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization

Lam M. Nguyen, Nhan H. Pham, Q. Tran-Dinh, 2019, 1905.05920.

Optimal Finite-Sum Smooth Non-Convex Optimization with SARAH pdf

Marten van Dijk, Lam M. Nguyen, Phuong Ha Nguyen, 2019, ArXiv.

Fully decentralized AC optimal power flow algorithms

Soumyadip Ghosh, Dzung T. Phan, Andy X. Sun, 2013, 2013 IEEE Power & Energy Society General Meeting.

Gradient-Based Methods for Sparse Recovery

William W. Hager, Hongchao Zhang, Dzung T. Phan, 2009, SIAM J. Imaging Sci..

Projection algorithms for nonconvex minimization with application to sparse principal component analysis

William W. Hager, Dzung T. Phan, Jiajie Zhu, 2014, Journal of Global Optimization.

An exact algorithm for graph partitioning

W. Hager, Hongchao Zhang, D. Phan, 2009, Mathematical programming.

A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees pdf

Lam M. Nguyen, Dzung T. Phan, Haoran Zhu, 2020, NeurIPS.

Regression Optimization for System-level Production Control

Lam M. Nguyen, Jayant Kalagnanam, Dzung T. Phan, 2021, 2021 American Control Conference (ACC).

ℓ0-Regularized Sparsity for Probabilistic Mixture Models

Tsuyoshi Idé, Dzung T. Phan, D. Phan, 2019, SDM.

Multi-task Multi-modal Models for Collective Anomaly Detection

Jayant Kalagnanam, Tsuyoshi Idé, Dzung T. Phan, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

A distributed scheme for fair EV charging under transmission constraints

Jinjun Xiong, Soumyadip Ghosh, Dzung T. Phan, 2012, 2012 American Control Conference (ACC).

A Hybrid Stochastic Optimization Framework for Stochastic Composite Nonconvex Optimization pdf

Lam M. Nguyen, Quoc Tran-Dinh, Dzung T. Phan, 2019, ArXiv.

Toolkit for Time Series Anomaly Detection

D. Phan, Dhaval Patel, Amaresh Rajasekharan, 2022, KDD.

Decentralized Collaborative Learning Framework with External Privacy Leakage Analysis

D. Phan, Tsuyoshi Id'e, Rudy Raymond, 2024, Proceedings of Blockchain Kaigi 2023 (BCK23).

TabularFM: An Open Framework For Tabular Foundational Models

Suong N. Hoang, D. Phan, Quan M. Tran, 2024, 2406.09837.

FedDR - Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization

Lam M. Nguyen, Nhan H. Pham, D. Phan, 2021, NeurIPS.

A Novel l0-Constrained Gaussian Graphical Model for Anomaly Localization

Katya Scheinberg, Jayant Kalagnanam, Tsuyoshi Idé, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).