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A Sketching Method for Finding the Closest Point on a Convex Hull


Feb 21, 2021
Roozbeh Yousefzadeh


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Deep Learning Generalization and the Convex Hull of Training Sets


Jan 25, 2021
Roozbeh Yousefzadeh


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Using Wavelets and Spectral Methods to Study Patterns in Image-Classification Datasets


Jun 17, 2020
Roozbeh Yousefzadeh, Furong Huang


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Using wavelets to analyze similarities in image datasets


Feb 24, 2020
Roozbeh Yousefzadeh


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Auditing and Debugging Deep Learning Models via Decision Boundaries: Individual-level and Group-level Analysis


Jan 03, 2020
Roozbeh Yousefzadeh, Dianne P. O'Leary


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Investigating Decision Boundaries of Trained Neural Networks


Aug 07, 2019
Roozbeh Yousefzadeh, Dianne P O'Leary


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Refining the Structure of Neural Networks Using Matrix Conditioning


Aug 06, 2019
Roozbeh Yousefzadeh, Dianne P O'Leary


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Interpreting Neural Networks Using Flip Points


Mar 21, 2019
Roozbeh Yousefzadeh, Dianne P. O'Leary


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