Publications

1667 results for Machine Learning

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
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
Sparse PCa with Multiple Components
- - Ryan Cory-Wright
  - Jean Pauphilet
- 2022
- INFORMS 2022
Invited talk
End-to-end Simultaneous Prediction and Optimization Framework
- - Bing Zhang
  - Yuya Jeremy Ong
  - et al.
- 2022
- INFORMS 2022
Talk
Black-box Optimization for Piecewise Constant Functions
- - Dzung Phan
  - Hongsheng Liu
  - et al.
- 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
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2022
- INFORMS 2022
Talk
Seasonal Scale Climate Encodings For Spatio-temporal Demand Forecasting
- - Jitendra Singh
  - Smit Marvaniya
  - et al.
- 2022
- INFORMS 2022
Talk