New Perspective on the Convergence to a Global Solution of Finite-sum Optimization
- Lam Nguyen
- Trang H. Tran
- et al.
- 2022
- INFORMS 2022
Publications
1505 results for Machine Learning
Super-resolution of Turbulent Flows in the Absence of the High-Resolution Ground Truth
- Kyongmin Yeo
- Malgorzata Zimon
- et al.
- 2022
- INFORMS 2022
End-to-End Learning for Decision Optimization via Constraint-Enforcing Approximators
- Rares Christian
- Pavithra Harsha
- et al.
- 2022
- INFORMS 2022
Sparse PCa with Multiple Components
- Ryan Cory-Wright
- Jean Pauphilet
- 2022
- INFORMS 2022
Deep Policy Iteration with Integer Programming for Inventory Management
- Brian Quanz
- Pavithra Harsha
- et al.
- 2022
- INFORMS 2022
Robust Multi-objective Bilevel Optimization With Applications In Machine Learning
- Alex Gu
- Songtao Lu
- et al.
- 2022
- INFORMS 2022
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
- Trang H. Tran
- Lam Nguyen
- et al.
- 2022
- INFORMS 2022
Scalable Distributed Computing Systems for Incremental Machine Learning in Big Data Applications
- 2022
- INFORMS 2022
Carbon Sequestration For Sustainable Urban Environments
- 2022
- INFORMS 2022
Geospatial multi-model Carbon Sequestration and Green House Gas Emission framework
- 2022
- INFORMS 2022