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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18 results for Shankar Subramaniam

Causal Inference for Event Pairs in Multivariate Point Processes
- - Tian Gao
  - Shankar Subramaniam
  - et al.
- 2021
- NeurIPS 2021
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
- - Md Shamim Hussain
  - Mohammed Zaki
  - et al.
- 2023
- KDD 2023
Probabilistic Attention-to-Influence Neural Models for Event Sequences
- - Xiao Shou
  - Debarun Bhattacharjya
  - et al.
- 2023
- ICML 2023
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
Sequential Decision Making (SDM) With Long Term Reward Estimates.
- - Pavankumar Murali
  - Shankar Subramaniam
  - et al.
- 2023
- INFORMS 2023
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