Automating Complex and Distributed Forecasting Tasks for Faster Supply Chain Decisions
- Vijay E
- Arindam Jati
- et al.
- 2022
- INFORMS 2022
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35 results for Brian Quanz
Hyperparameter Optimization over Data Hierarchy for Model Selection in Time Series Forecasting
- Arindam Jati
- Vijay E
- et al.
- 2022
- INFORMS 2022
Seasonal Scale Climate Encodings For Spatio-temporal Demand Forecasting
- Jitendra Singh
- Smit Marvaniya
- et al.
- 2022
- INFORMS 2022
Scalable Distributed Computing Systems for Incremental Machine Learning in Big Data Applications
- 2022
- INFORMS 2022
Deep policy iteration with integer programming for inventory management
- Pavithra Harsha
- Ashish Jagmohan
- et al.
- 2022
- MSOM 2022
An Investigation Of Approaches For Temporal Hierarchical Reconciliation For Multi-step Forecasting
- Anna Yanchenko
- Wesley Gifford
- et al.
- 2021
- INFORMS 2021
Effect Of Choice Of Forecasting Metric On Profit Margin
- Pavithra Harsha
- Ali Koc
- et al.
- 2021
- INFORMS 2021
Omnichannel Inventory Optimization
- Pavithra Harsha
- Ali Koc
- et al.
- 2021
- INFORMS 2021
Math Programming Based Reinforcement Learning For Multi-echelon Supply Chain Management
- Pavithra Harsha
- Ashish Jagmohan
- et al.
- 2021
- INFORMS 2021
Omnichannel Inventory Replenishment Optimization
- Pavithra Harsha
- Ali Koc
- et al.
- 2020
- INFORMS 2020