David Poole

Full Professor, University of British Columbia

Joined

June 2017

Names

David Poole

David L. Poole

Emails

****@cs.ubc.ca (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

University of British Columbia (ubc.ca)

1988 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

statistical relational AI

Present

relational leaning

Present

probabilistic inference

Present

Publications

Conditioning on "and nothing else": Simple Models of Missing Data between Naive Bayes and Logistic Regression
David Poole, Ali Mohammad Mehr, Wan Shing Martin Wang
- Published: 06 Jul 2020, Last Modified: 05 May 2023
- ICML Artemiss 2020
- Readers: Everyone
Binarised Regression with Instance-Varying Costs: Evaluation using Impact Curves
Matthew C. Dirks, David Poole
- 2020 (modified: 06 Nov 2022)
- CoRR 2020
- Readers: Everyone
Predicting Landslides Using Locally Aligned Convolutional Neural Networks
Ainaz Hajimoradlou, Gioachino Roberti, David Poole
- 2020 (modified: 06 Nov 2022)
- IJCAI 2020
- Readers: Everyone
AISpace2: An Interactive Visualization Tool for Learning and Teaching Artificial Intelligence
Chenliang Zhou, Dominic Kuang, Jingru Liu, Hanbo Yang, Zijia Zhang, Alan K. Mackworth, David L. Poole
- 2020 (modified: 06 Nov 2022)
- AAAI 2020
- Readers: Everyone
Knowledge Hypergraphs: Extending Knowledge Graphs Beyond Binary Relations
Bahare Fatemi, Perouz Taslakian, David Vázquez, David Poole
- 2019 (modified: 06 Nov 2022)
- CoRR 2019
- Readers: Everyone
A Probabilistic Approach for Predicting Landslides by Learning a Self-Aligned Deep Convolutional Model
Ainaz Hajimoradlou, Gioachino Roberti, David Poole
- 2019 (modified: 06 Nov 2022)
- CoRR 2019
- Readers: Everyone
Improved Knowledge Graph Embedding Using Background Taxonomic Information.
Bahare Fatemi, Siamak Ravanbakhsh, David Poole
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
Structure Learning for Relational Logistic Regression: An Ensemble Approach
Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole, Kristian Kersting, Sriraam Natarajan
- 2018 (modified: 05 May 2023)
- KR 2018
- Readers: Everyone
Record Linkage to Match Customer Names: A Probabilistic Approach
Bahare Fatemi, Seyed Mehran Kazemi, David Poole
- 2018 (modified: 06 Nov 2022)
- CoRR 2018
- Readers: Everyone
Interactive Visualization for Group Decision Analysis
S. Bajracharya, Giuseppe Carenini, Brent C. Chamberlain, K. Chen, D. Klein, David Poole, Hamed Taheri, Gunilla Öberg
- 2018 (modified: 06 Nov 2022)
- Int. J. Inf. Technol. Decis. Mak. 2018
- Readers: Everyone

View all 170 publications

Co-Authors

View all 136 co-authors