Multi-Class Unlearning for Image Classification via Weight Filtering

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Multi-Class Unlearning for Image Classification via Weight Filtering

4 April 2023

Marcella Cornia

Lorenzo Baraldi

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Papers citing "Multi-Class Unlearning for Image Classification via Weight Filtering"

9 / 9 papers shown

Title
HINT: Hierarchical Neuron Concept Explainer Andong Wang Wei-Ning Lee Xiaojuan Qi 59 19 0 27 Mar 2022
Fast Yet Effective Machine Unlearning Ayush K Tarun Vikram S Chundawat Murari Mandal Mohan S. Kankanhalli MU 127 186 0 17 Nov 2021
Knowledge distillation: A good teacher is patient and consistent Lucas Beyer Xiaohua Zhai Amelie Royer L. Markeeva Rohan Anil Alexander Kolesnikov VLM 109 299 0 09 Jun 2021
Selective Forgetting of Deep Networks at a Finer Level than Samples Tomohiro Hayase S. Yasutomi Takashi Katoh 49 12 0 22 Dec 2020
Descent-to-Delete: Gradient-Based Methods for Machine Unlearning Seth Neel Aaron Roth Saeed Sharifi-Malvajerdi MU 88 276 0 06 Jul 2020
DeltaGrad: Rapid retraining of machine learning models Yinjun Wu Yan Sun S. Davidson MU 63 202 0 26 Jun 2020
Approximate Data Deletion from Machine Learning Models Zachary Izzo Mary Anne Smart Kamalika Chaudhuri James Zou MU 82 264 0 24 Feb 2020
Machine Unlearning: Linear Filtration for Logit-based Classifiers Thomas Baumhauer Pascal Schöttle Matthias Zeppelzauer MU 162 133 0 07 Feb 2020
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks Aditya Golatkar Alessandro Achille Stefano Soatto CLL MU 95 505 0 12 Nov 2019