Ian Davidson

Full Professor, University of California, Davis

Joined

December 2017

Names

Ian Davidson (Preferred)

Emails

****@cs.ucdavis.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

University of California, Davis (ucdavis.edu)

Present

Advisors, Relations & Conflicts

Coauthor

Owen Carmichael

Present

Coworker

Leman Akoglu

Present

Expertise

Understanding the Brain/Cognitive Scienc

BRAIN Initiative Res Support

Present

Publications

CXAD: Contrastive Explanations for Anomaly Detection: Algorithms, Complexity Results and Experiments
Ian Davidson, Nicolás Kennedy, S. S. Ravi
- Accepted by TMLR
- Readers: Everyone
Behavioral differences: insights, explanations and comparisons of French and US Twitter usage during elections
Ian Davidson, Antoine Gourru, Julien Velcin, Yue Wu
- 02 Feb 2023 (modified: 02 Feb 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Coverage-based Outlier Explanation
Yue Wu, Leman Akoglu, Ian Davidson
- 02 Feb 2023 (modified: 04 Feb 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Deep Fair Discriminative Clustering
Hongjing Zhang, Ian Davidson
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Towards Fluid Machine Intelligence: Can We Make a Gifted AI?
Ian Davidson, Peter B. Walker
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
Human Guided Linear Regression With Feature-Level Constraints
Aubrey Gress, Ian Davidson
- 2018 (modified: 02 Mar 2020)
- AAAI 2018
- Readers: Everyone
Discovering Models from Structural and Behavioral Brain Imaging Data
Zilong Bai, Buyue Qian, Ian Davidson
- 2018 (modified: 12 Nov 2022)
- KDD 2018
- Readers: Everyone
The Cluster Description Problem - Complexity Results, Formulations and Approximations
Ian Davidson, Antoine Gourru, S. S. Ravi
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Extreme Learning to Rank via Low Rank Assumption
Minhao Cheng, Ian Davidson, Cho-Jui Hsieh
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
Descriptive Clustering: ILP and CP Formulations with Applications
Thi-Bich-Hanh Dao, Chia-Tung Kuo, S. S. Ravi, Christel Vrain, Ian Davidson
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone

View all 43 publications

Co-Authors

View all 61 co-authors