The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning
- Orit Davidovich
- Gheorghe-Teodor Bercea
- et al.
- 2022
- KDD 2022
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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177 results for Knowledge and Reasoning
Summary Markov Models for Event Sequences
- Debarun Bhattacharjya
- Saurabh Sihag
- et al.
- 2022
- IJCAI 2022
Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators
- Clement Gehring
- Masataro Asai
- et al.
- 2022
- ICAPS 2022
Conflict-Directed Diverse Planning for Logic-Geometric Programming
- Joaquim Ortiz-Haro
- Erez Karpas
- et al.
- 2022
- ICAPS 2022
Who Needs These Operators Anyway: Top Quality Planning with Operator Subset Criteria
- 2022
- ICAPS 2022
Neuro-Symbolic Reinforcement Learning with First-Order Logic
- Daiki Kimura
- Masaki Ono
- et al.
- 2021
- EMNLP 2021
Topic Transferable Table Question Answering
- Saneem Chemmengath
- Vishwajeet Kumar
- et al.
- 2021
- EMNLP 2021
Generative Relation Linking for Question Answering over Knowledge Bases
- Gaetano Rossiello
- Nandana Mihindukulasooriya
- et al.
- 2021
- ISWC 2021
Practical Rule-Based Qualitative Temporal Reasoning for the Semantic Web
- 2021
- RuleML+RR 2021
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare
- Chang Lu
- Chandan K Reddy
- et al.
- 2021
- IJCAI 2021