Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

A Novel Hybrid Interpretability Method for Sequential Decision Making
- - Ngoc Lan Hoang
  - Alexander Zadorojniy
- 2022
- INFORMS 2022
Automating Complex and Distributed Forecasting Tasks for Faster Supply Chain Decisions
- - Vijay E
  - Arindam Jati
  - et al.
- 2022
- INFORMS 2022
Hyperparameter Optimization over Data Hierarchy for Model Selection in Time Series Forecasting
- - Arindam Jati
  - Vijay E
  - et al.
- 2022
- INFORMS 2022
End-to-end Simultaneous Prediction and Optimization Framework
- - Bing Zhang
  - Yuya Jeremy Ong
  - et al.
- 2022
- INFORMS 2022
Two-step Optimization for Product Availability in Inventory Management
- - Kevin Tang
  - Yihua Li
  - et al.
- 2022
- INFORMS 2022
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2022
- INFORMS 2022
Seasonal Scale Climate Encodings For Spatio-temporal Demand Forecasting
- - Jitendra Singh
  - Smit Marvaniya
  - et al.
- 2022
- INFORMS 2022
The Quantum Gradient Algorithm is (almost) Optimal for Quantum State Tomography
- - Giacomo Nannicini
- 2022
- INFORMS 2022
Black-box Optimization for Piecewise Constant Functions
- - Dzung Phan
  - Hongsheng Liu
  - et al.
- 2022
- INFORMS 2022
Asset Investment Optimization Based on Failure Risk
- - Dzung Phan
  - Pavankumar Murali
  - et al.
- 2022
- INFORMS 2022