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Ian Davidson

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Identification and Uses of Deep Learning Backbones via Pattern Mining

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Mar 27, 2024
Michael Livanos, Ian Davidson

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Cooperative Knowledge Distillation: A Learner Agnostic Approach

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Feb 02, 2024
Michael Livanos, Ian Davidson, Stephen Wong

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Scalable Spectral Clustering with Group Fairness Constraints

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Oct 28, 2022
Ji Wang, Ding Lu, Zhaojun Bai, Ian Davidson

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Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness

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Sep 20, 2022
Ian Davidson, S. S. Ravi

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Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms

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Sep 20, 2022
Ian Davidson, Michael Livanos, Antoine Gourru, Peter Walker, Julien Velcin, S. S. Ravi

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Deep Fair Discriminative Clustering

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May 28, 2021
Hongjing Zhang, Ian Davidson

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Deep Descriptive Clustering

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May 24, 2021
Hongjing Zhang, Ian Davidson

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A Framework for Deep Constrained Clustering

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Jan 07, 2021
Hongjing Zhang, Tianyang Zhan, Sugato Basu, Ian Davidson

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Towards Fair Deep Anomaly Detection

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Dec 29, 2020
Hongjing Zhang, Ian Davidson

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Block Model Guided Unsupervised Feature Selection

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Jul 05, 2020
Zilong Bai, Hoa Nguyen, Ian Davidson

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