Stochastic ISTA/FISTA Adaptive Step Search Algorithms for Convex Composite Optimization
- Lam M. Nguyen
- Katya Scheinberg
- et al.
- 2025
- Journal of Optimization Theory and Applications
Paper
Publications
31 results for Katya Scheinberg
Stochastic FISTA Step Search Algorithm for Convex Optimization
- Trang H. Tran
- Lam Nguyen
- et al.
- 2023
- NeurIPS 2023
Workshop paperStochastic Optimization Methods With Momentum
- Trang H. Tran
- Lam Nguyen
- et al.
- 2023
- INFORMS 2023
Invited talkNesterov Accelerated Shuffling Gradient Method for Convex Optimization
- Trang H. Tran
- Lam Nguyen
- et al.
- 2022
- INFORMS 2022
TalkNesterov Accelerated Shuffling Gradient Method for Convex Optimization
- Trang H. Tran
- Katya Scheinberg
- et al.
- 2022
- ICML 2022
Conference paperOptimal decision trees for categorical data via integer programming
- Oktay Günlük
- Jayant R. Kalagnanam
- et al.
- 2021
- Journal of Global Optimization
PaperInexact SARAH algorithm for stochastic optimization
- Lam Nguyen
- Katya Scheinberg
- et al.
- 2020
- Optimization Methods and Software
PaperNew convergence aspects of stochastic gradient algorithms
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2019
- JMLR
PaperSGD and Hogwild! Convergence without the bounded gradients assumption
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2018
- ICML 2018
Conference paperA novel l0-constrained gaussian graphical model for anomaly localization
- 2017
- ICDMW 2017
Conference paper