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Aditya Golatkar
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Integral Continual Learning Along the Tangent Vector Field of Tasks


Nov 23, 2022
Tian Yu Liu, Aditya Golatkar, Stefano Soatto, Alessandro Achille

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On Leave-One-Out Conditional Mutual Information For Generalization


Jul 01, 2022
Mohamad Rida Rammal, Alessandro Achille, Aditya Golatkar, Suhas Diggavi, Stefano Soatto

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Mixed Differential Privacy in Computer Vision


Mar 28, 2022
Aditya Golatkar, Alessandro Achille, Yu-Xiang Wang, Aaron Roth, Michael Kearns, Stefano Soatto

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* Accepted at CVPR 2022 
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Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers


Jun 25, 2021
Stephanie Tsuei, Aditya Golatkar, Stefano Soatto

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Mixed-Privacy Forgetting in Deep Networks


Dec 24, 2020
Aditya Golatkar, Alessandro Achille, Avinash Ravichandran, Marzia Polito, Stefano Soatto

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LQF: Linear Quadratic Fine-Tuning


Dec 21, 2020
Alessandro Achille, Aditya Golatkar, Avinash Ravichandran, Marzia Polito, Stefano Soatto

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Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations


Mar 16, 2020
Aditya Golatkar, Alessandro Achille, Stefano Soatto

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Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks


Nov 25, 2019
Aditya Golatkar, Alessandro Achille, Stefano Soatto

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