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


Nov 12, 2019
Aditya Golatkar, Alessandro Achille, Stefano Soatto


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Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence


May 30, 2019
Aditya Golatkar, Alessandro Achille, Stefano Soatto


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Sparse Kernel PCA for Outlier Detection


Sep 13, 2018
Rudrajit Das, Aditya Golatkar, Suyash P. Awate

* Accepted at IEEE ICMLA 2018 for Oral Presentation 

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Classification of Breast Cancer Histology using Deep Learning


Jul 25, 2018
Aditya Golatkar, Deepak Anand, Amit Sethi

* 8 pages. Published at ICIAR 2018, Portugal 

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