Publications

1677 results for Machine Learning

New Perspective on the Convergence to a Global Solution of Finite-sum Optimization
- - Lam Nguyen
  - Trang H. Tran
  - et al.
- 2022
- INFORMS 2022
Conference paper
Approximating Relu Networks by Single-Spike Computation
- - Ana Stanojevic
  - Evangelos Eleftheriou
  - et al.
- 2022
- ICIP 2022
Conference paper
Deep Policy Iteration with Integer Programming for Inventory Management
- - Brian Quanz
  - Pavithra Harsha
  - et al.
- 2022
- INFORMS 2022
Invited talk
Sparse PCa with Multiple Components
- - Ryan Cory-Wright
  - Jean Pauphilet
- 2022
- INFORMS 2022
Invited talk
Robust Multi-objective Bilevel Optimization With Applications In Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2022
- INFORMS 2022
Invited talk
Black-box Optimization for Piecewise Constant Functions
- - Dzung Phan
  - Hongsheng Liu
  - et al.
- 2022
- INFORMS 2022
Talk
End-to-end Simultaneous Prediction and Optimization Framework
- - Bing Zhang
  - Yuya Jeremy Ong
  - et al.
- 2022
- INFORMS 2022
Talk
Carbon Sequestration For Sustainable Urban Environments
- - Levente Klein
- 2022
- INFORMS 2022
Talk
Scalable Distributed Computing Systems for Incremental Machine Learning in Big Data Applications
- - Dhaval Salwala
  - Seshu Tirupathi
  - et al.
- 2022
- INFORMS 2022
Talk
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2022
- INFORMS 2022
Talk