Publications

30 results for Katya Scheinberg

Stochastic FISTA Step Search Algorithm for Convex Optimization
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2023
- NeurIPS 2023
Stochastic Optimization Methods With Momentum
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2023
- INFORMS 2023
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2022
- INFORMS 2022
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
- - Trang H. Tran
  - Katya Scheinberg
  - et al.
- 2022
- ICML 2022
Optimal decision trees for categorical data via integer programming
- - Oktay Günlük
  - Jayant R. Kalagnanam
  - et al.
- 2021
- Journal of Global Optimization
Inexact SARAH algorithm for stochastic optimization
- - Lam Nguyen
  - Katya Scheinberg
  - et al.
- 2020
- Optimization Methods and Software
New convergence aspects of stochastic gradient algorithms
- - Lam Nguyen
  - Phuong Ha Nguyen
  - et al.
- 2019
- JMLR
SGD and Hogwild! Convergence without the bounded gradients assumption
- - Lam Nguyen
  - Phuong Ha Nguyen
  - et al.
- 2018
- ICML 2018
A novel l₀-constrained gaussian graphical model for anomaly localization
- - Dzung T. Phan
  - Tsuyoshi Idé
  - et al.
- 2017
- ICDMW 2017
A derivative-free algorithm for least-squares minimization
- - Hongchao Zhang
  - Andrew R. Conn
  - et al.
- 2010
- SIOPT