Ian Davidson
University of California, Davis
H-index: 49
North America-United States
Top articles of Ian Davidson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Identification and Uses of Deep Learning Backbones via Pattern Mining | Michael Livanos Ian Davidson | 2024 | |
404. Predictors of Conversion to Psychosis Also Predict Transition to a High Risk State: An Adolescent Brain and Cognitive Development Study Analysis | Biological Psychiatry | Jason Smucny Avery Wood Ian Davidson Cameron Carter | 2024/5/15 |
Cooperative Knowledge Distillation: A Learner Agnostic Approach | AAAI 2024 Conference | Michael Livanos Ian Davidson Stephen Wong | 2024/2/2 |
Explainable Unsupervised Learning as Constraint Satisfaction | Ian Davidson SS Ravi | 2023 | |
Predicting Longitudinal Trajectories of Child Psychopathology With Explainable Neural Network Ensembles: An Adolescent Brain and Cognitive Development Study Analysis | Psychiatry Research: Neuroimaging | J Smucny C Carter T Lesh JD Ragland TA Lesh | 2023 |
Are we there yet? Predicting conversion to psychosis using machine learning | Jason Smucny Ian Davidson Cameron S Carter | 2023/11/1 | |
Making clusterings fairer by post-processing: algorithms, complexity results and experiments | Data Mining and Knowledge Discovery | Ian Davidson Zilong Bai Cindy Mylinh Tran SS Ravi | 2023/7 |
Scalable spectral clustering with group fairness constraints | Ji Wang Ding Lu Ian Davidson Zhaojun Bai | 2023/4/11 | |
Benefits and harms of interventions to improve anxiety, depression, and other mental health outcomes for autistic people: A systematic review and network meta-analysis of … | Audrey Linden Lawrence Best Freya Elise Danielle Roberts Aoife Branagan | 2023/1 | |
Deep learning for prognosis using task-fmri: A novel architecture and training scheme | Ge Shi Jason Smucny Ian Davidson | 2022/8/14 | |
Deep learning in neuroimaging: Overcoming challenges with emerging approaches | Frontiers in Psychiatry | Jason Smucny Ge Shi Ian Davidson | 2022/6/2 |
Data augmentation with Mixup: Enhancing performance of a functional neuroimaging-based prognostic deep learning classifier in recent onset psychosis | NeuroImage: Clinical | Jason Smucny Ge Shi Tyler A Lesh Cameron S Carter Ian Davidson | 2022/1/1 |
Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness | arXiv preprint arXiv:2209.11762 | Ian Davidson SS Ravi | 2022/9/20 |
Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms | arXiv preprint arXiv:2209.09670 | Ian Davidson Michael Livanos Antoine Gourru Peter Walker Julien Velcin | 2022/9/20 |
Falls in people post‐Guillain‐Barré syndrome in the United Kingdom: A national cross‐sectional survey of community based adults | Health & Social Care in the Community | Ian Davidson Zachary J Parker | 2022/9 |
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM) | Carlotta Demeniconi Ian Davidson | 2021 | |
Deep fair discriminative clustering | arXiv preprint arXiv:2105.14146 | Hongjing Zhang Ian Davidson | 2021/5/28 |
Towards description of block model on graph | Zilong Bai SS Ravi Ian Davidson | 2021 | |
Deep Descriptive Clustering | IJCAI 2021 - arXiv preprint arXiv:2105.11549 | Hongjing Zhang Ian Davidson | 2021/5/24 |
A framework for deep constrained clustering | Data Mining and Knowledge Discovery | Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson | 2021/3 |
Co-Authors
