Publications

1650 results for Machine Learning

Crop green water footprint estimation using earth observation, physics model and AI
- - Kamal Das
  - Jagabondhu Hazra
  - et al.
- 2022
- INFORMS 2022
Conference paper
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
Super-resolution of Turbulent Flows in the Absence of the High-Resolution Ground Truth
- - Kyongmin Yeo
  - Malgorzata Zimon
  - et al.
- 2022
- INFORMS 2022
Conference paper
End-to-End Learning for Decision Optimization via Constraint-Enforcing Approximators
- - Rares Christian
  - Pavithra Harsha
  - 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
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
Deep Policy Iteration with Integer Programming for Inventory Management
- - Brian Quanz
  - Pavithra Harsha
  - et al.
- 2022
- INFORMS 2022
Invited talk
Carbon Sequestration For Sustainable Urban Environments
- - Levente Klein
- 2022
- INFORMS 2022
Talk
Geospatial multi-model Carbon Sequestration and Green House Gas Emission framework
- - Ademir Ferreira Da Silva
  - Levente Klein
  - et al.
- 2022
- INFORMS 2022
Talk