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Roozbeh Yousefzadeh

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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