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.

Featured collections

Popular topics

Year

13 results for Shankar Subramaniam

Causal Inference for Event Pairs in Multivariate Point Processes
- - Tian Gao
  - Shankar Subramaniam
  - et al.
- 2021
- NeurIPS 2021
Concurrent Multi-Label Prediction in Event Streams
- - Xiao Shou
  - Tian Gao
  - et al.
- 2023
- AAAI 2023
Ordinal Historical Dependence in Graphical Event Models with Tree Representations
- - Debarun Bhattacharjya
  - Tian Gao
  - et al.
- 2021
- AAAI 2021
An End-to-end Automated AI System for Reinforcement Learning
- - Long Vu
  - Todd Mummert
  - et al.
- 2022
- INFORMS 2022
A Regression-optimization Framework for Sequential Decision-making
- - Pavankumar Murali
  - Nianjun Zhou
  - et al.
- 2021
- INFORMS 2021
Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation
- - Debarun Bhattacharjya
  - Tian Gao
  - et al.
- 2023
- AAAI 2023
Behavior Policy Search for Risk Estimators in RL
- - Elita Lobo
  - Yash Chandak
  - et al.
- 2021
- NeurIPS 2021
Addressing Solution Quality in Data-generated Optimization Models
- - Orit Davidovich
  - Parikshit Ram
  - et al.
- 2022
- AAAI 2022
Structure Discovery in (Causal) Proximal Graphical Event Models
- - Debarun Bhattacharjya
  - Karthikeyan Shanmugam
  - et al.
- 2020
- NeurIPS 2020
Automated AI For Decision Optimization with Reinforcement Learning
- - Shankar Subramaniam
  - Takayuki Osogami
  - et al.
- 2023
- AAAI 2023