Publications

56 results for AI for Supply Chain

Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
- - Arindam Jati
  - Vijay Ekambaram
  - et al.
- 2023
- KDD 2023
Conference paper
Sustainable Farming - A Spatio-temporal adaptation of Late blight disease prediction using multi-modal data
- - Jagabondhu Hazra
  - Manikandan Padmanaban
- 2023
- IGARSS 2023
Conference paper
End-to-End Learning for Optimization via Constraint-Enforcing Approximators
- - Rares Christian
  - Pavithra Harsha
  - et al.
- 2023
- AAAI 2023
Poster
Towards Customer Outcome Management in Smart Manufacturing
- - Paul Grefen
  - Irene Vanderfeesten
  - et al.
- 2023
- Machines
Paper
Physics-based multiple time-series univariate forecasting
- - Sumanta Mukherjee
  - Arindam Jati
  - et al.
- 2022
- Big Data 2022
Conference paper
A monitoring framework for deployed machine learning models with supply chain examples
- - Bradley Eck
  - Duygu Kabakci-Zorlu
  - et al.
- 2022
- Big Data 2022
Conference paper
A Trade-off Analysis of a Multi-objective Order Fulfillment Optimizer with Financial and Emissions Savings
- - Isaac Waweru
  - Kedar Kulkarni
  - et al.
- 2022
- INFORMS 2022
Invited talk
End-to-End Learning for Decision Optimization via Constraint-Enforcing Approximators
- - Rares Christian
  - Pavithra Harsha
  - et al.
- 2022
- INFORMS 2022
Conference paper
Deep Policy Iteration with Integer Programming for Inventory Management
- - Brian Quanz
  - Pavithra Harsha
  - et al.
- 2022
- INFORMS 2022
Invited talk
Inventory Management in Omnichannel Supply Chains
- - Pavithra Harsha
  - Ali Koc
  - et al.
- 2022
- INFORMS 2022
Invited talk