A hybrid stochastic optimization framework for composite nonconvex optimization
- Quoc Tran-Dinh
- Nhan H. Pham
- et al.
- 2021
- Mathematical Programming
Publications
Date
Featured collections
Popular topics
39 results for Dzung T. Phan
A unified convergence analysis for shuffling-type gradient methods
- Lam Nguyen
- Quoc Tran-Dinh
- et al.
- 2021
- JMLR
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
- Haoran Zhu
- Pavankumar Murali
- et al.
- 2020
- NeurIPS 2020
Pruning Deep Neural Networks with ell_{0}-constrained Optimization
- Dzung T. Phan
- Lam Nguyen
- et al.
- 2020
- ICDM 2020
Proxsarah: An efficient algorithmic framework for stochastic composite nonconvex optimization
- Nhan H. Pham
- Lam Nguyen
- et al.
- 2020
- JMLR
Efficient protocol for collaborative dictionary learning in decentralized networks
- Tsuyoshi Idé
- Rudy Raymond
- et al.
- 2019
- IJCAI 2019
Characterization of convex objective functions and optimal expected convergence rates for SGD
- Marten van Dijk
- Lam Nguyen
- et al.
- 2019
- ICML 2019
ℓ0-regularized sparsity for probabilistic mixture models
- Dzung T. Phan
- Tsuyoshi Idé
- 2019
- SDM 2019
Multi-task multi-modal models for collective anomaly detection
- Tsuyoshi Idé
- Dzung T. Phan
- et al.
- 2017
- ICDM 2017
A novel l0-constrained gaussian graphical model for anomaly localization
- Dzung T. Phan
- Tsuyoshi Idé
- et al.
- 2017
- ICDMW 2017