A hybrid stochastic optimization framework for composite nonconvex optimization
Tran-Dinh, Quoc, Pham, Nhan H., Phan, Dzung T., Nguyen, Lam M.
Published in Mathematical programming (01.02.2022)
Published in Mathematical programming (01.02.2022)
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Journal Article
Finite-sum smooth optimization with SARAH
Nguyen, Lam M., van Dijk, Marten, Phan, Dzung T., Nguyen, Phuong Ha, Weng, Tsui-Wei, Kalagnanam, Jayant R.
Published in Computational optimization and applications (01.07.2022)
Published in Computational optimization and applications (01.07.2022)
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Journal Article
Projection algorithms for nonconvex minimization with application to sparse principal component analysis
Hager, William W., Phan, Dzung T., Zhu, Jiajie
Published in Journal of global optimization (01.08.2016)
Published in Journal of global optimization (01.08.2016)
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Journal Article
An exact algorithm for graph partitioning
Hager, William W., Phan, Dzung T., Zhang, Hongchao
Published in Mathematical programming (01.02.2013)
Published in Mathematical programming (01.02.2013)
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Journal Article
Gradient-Based Methods for Sparse Recovery
Hager, William W., Phan, Dzung T., Zhang, Hongchao
Published in SIAM journal on imaging sciences (01.01.2011)
Published in SIAM journal on imaging sciences (01.01.2011)
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Journal Article
Optimal Control via Linearizable Deep Learning
Lima, Vinicius, Phan, Dzung T., Nguyen, Lam M., Kalagnanam, Jayant
Published in 2023 American Control Conference (ACC) (31.05.2023)
Published in 2023 American Control Conference (ACC) (31.05.2023)
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Conference Proceeding
Regression Optimization for System-level Production Control
Phan, Dzung T., Nguyen, Lam M., Murali, Pavankumar, Pham, Nhan H., Liu, Hongsheng, Kalagnanam, Jayant R.
Published in 2021 American Control Conference (ACC) (25.05.2021)
Published in 2021 American Control Conference (ACC) (25.05.2021)
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Conference Proceeding
Predicting and mitigating congestion for an electric power system under load and renewable uncertainty
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Conference Proceeding
Journal Article
Fully decentralized AC optimal power flow algorithms
Sun, Andy X., Phan, Dzung T., Ghosh, Soumyadip
Published in 2013 IEEE Power & Energy Society General Meeting (2013)
Published in 2013 IEEE Power & Energy Society General Meeting (2013)
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Conference Proceeding
A Resource Supply-Demand based Approach for Automatic MapReduce Job Optimization
Jinjun Xiong, Phan, Dzung T., Kung, David
Published in 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security, and 2015 IEEE 12th International Conference on Embedded Software and Systems (01.08.2015)
Published in 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security, and 2015 IEEE 12th International Conference on Embedded Software and Systems (01.08.2015)
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Conference Proceeding
Multi-task Multi-modal Models for Collective Anomaly Detection
Ide, Tsuyoshi, Phan, Dzung T., Kalagnanam, Jayant
Published in 2017 IEEE International Conference on Data Mining (ICDM) (01.11.2017)
Published in 2017 IEEE International Conference on Data Mining (ICDM) (01.11.2017)
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Conference Proceeding
Pruning Deep Neural Networks with L0-Constrained Optimization
Phan, Dzung T., Nguyen, Lam M., Nguyen, Nam H., Kalagnanam, Jayant R.
Published in 2020 IEEE International Conference on Data Mining (ICDM) (01.11.2020)
Published in 2020 IEEE International Conference on Data Mining (ICDM) (01.11.2020)
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Conference Proceeding
Power generation management under time-varying power and demand conditions
Ghosh, S., Iancu, D. A., Katz-Rogozhnikov, D., Phan, D. T., Squillante, M. S.
Published in 2011 IEEE Power and Energy Society General Meeting (01.07.2011)
Published in 2011 IEEE Power and Energy Society General Meeting (01.07.2011)
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Conference Proceeding