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

Balancing explicability and explanations for human-aware planning
- - Tathagata Chakraborti
  - Sarath Sreedharan
  - et al.
- 2019
- IJCAI 2019
Aligning learning outcomes to learning resources: A lexico-semantic spatial approach
- - Swarnadeep Saha
  - Malolan Chetlur
  - et al.
- 2019
- IJCAI 2019
Optimal exploitation of clustering and history information in multi-armed bandit
- - Djallel Bouneffouf
  - Srinivasan Parthasarathy
  - et al.
- 2019
- IJCAI 2019
Topology attack and defense for graph neural networks: An optimization perspective
- - Kaidi Xu
  - Hongge Chen
  - et al.
- 2019
- IJCAI 2019
Split Q learning: Reinforcement learning with two-stream rewards
- - Baihan Lin
  - Djallel Bouneffouf
  - et al.
- 2019
- IJCAI 2019
Bayesian inference of linear temporal logic specifications for contrastive explanations
- - Joseph Kim
  - Christian Muise
  - et al.
- 2019
- IJCAI 2019
DDL: Deep dictionary learning for predictive phenotyping
- - Tianfan Fu
  - Trong Nghia Hoang
  - et al.
- 2019
- IJCAI 2019
Efficient protocol for collaborative dictionary learning in decentralized networks
- - Tsuyoshi Idé
  - Rudy Raymond
  - et al.
- 2019
- IJCAI 2019
Answering binary causal questions through large-scale text mining: An evaluation using cause-effect pairs from human experts
- - Oktie Hassanzadeh
  - Debarun Bhattacharjya
  - et al.
- 2019
- IJCAI 2019
Entropy-penalized semidefinite programming
- - Mikhail Krechetov
  - Jakub Marecek
  - et al.
- 2019
- IJCAI 2019