Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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Machine Learning

1330 results for Machine Learning

Wrapping Up Offline RL as part of AutoMLPipeline Workflow
- - Paulito Palmes
- 2023
- JuliaCon 2023
Detecting Blasts with Single Cell Resolution in Acute Myeloid Leukaemia using an Auto-Encoder
- - Alice Driessen
  - Susane Unger
  - et al.
- 2023
- ISMB 2023
The State of the Art Transformer Language Models on Knowledge Graph Construction from Text: Named Entity Recognition and Relation Extraction
- - Jennifer D'souza
  - Nandana Mihindukulasooriya
- 2023
- KGC 2023
Geospatial multi-model Carbon Sequestration and Green House Gas Emission framework
- - Ademir Ferreira Da Silva
  - Levente Klein
  - et al.
- 2022
- INFORMS 2022
End-to-end Simultaneous Prediction and Optimization Framework
- - Bing Zhang
  - Yuya Jeremy Ong
  - 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
Black-box Optimization for Piecewise Constant Functions
- - Dzung Phan
  - Hongsheng Liu
  - et al.
- 2022
- INFORMS 2022
Scalable Distributed Computing Systems for Incremental Machine Learning in Big Data Applications
- - Dhaval Salwala
  - Seshu Tirupathi
  - et al.
- 2022
- INFORMS 2022
Carbon Sequestration For Sustainable Urban Environments
- - Levente Klein
- 2022
- INFORMS 2022