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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295 results for Neuro-symbolic AI

Analysis of stochastic Lanczos quadrature for spectrum approximation
- - Tyler Chen
  - Thomas Trogdon
  - et al.
- 2021
- ICML 2021
Projection techniques to update the truncated SVD of evolving matrices with applications
- - Vasileios Kalantzis
  - Georgios Kollias
  - et al.
- 2021
- ICML 2021
Searching for Machine Learning Pipelines Using a Context-Free Grammar
- - Radu Marinescu
  - Akihiro Kishimoto
  - et al.
- 2021
- AAAI 2021
Ordinal Historical Dependence in Graphical Event Models with Tree Representations
- - Debarun Bhattacharjya
  - Tian Gao
  - et al.
- 2021
- AAAI 2021
Top-Quality Planning: Finding Practically Useful Sets of Best Plans
- - Michael Katz
  - Shirin Sohrabi
  - et al.
- 2020
- AAAI 2020
Reshaping Diverse Planning
- - Michael Katz
  - Shirin Sohrabi
- 2020
- AAAI 2020
Hierarchical Average Reward Policy Gradient Algorithms
- - Akshay Dharmavaram
  - Matthew Riemer
  - et al.
- 2020
- AAAI 2020
Event-driven continuous time bayesian networks
- - Debarun Bhattacharjya
  - Karthikeyan Shanmugam
  - et al.
- 2020
- AAAI 2020
On the role of weight sharing during deep option learning
- - Matthew Riemer
  - Ignacio Cases
  - et al.
- 2020
- AAAI 2020
Counting the Number of Optimal Solutions in Graphical Models
- - Radu Marinescu
  - Rina Dechter
- 2019
- NeurIPS 2019