Understanding Memorization from the Perspective of Optimization via Efficient Influence Estimation

16 December 2021

Papers citing "Understanding Memorization from the Perspective of Optimization via Efficient Influence Estimation"

11 / 11 papers shown

Title
Range Membership Inference Attacks Jiashu Tao Reza Shokri 99 2 0 09 Aug 2024
Escaping the Big Data Paradigm with Compact Transformers Ali Hassani Steven Walton Nikhil Shah Abulikemu Abuduweili Jiachen Li Humphrey Shi 117 462 0 12 Apr 2021
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning? Gavin Brown Mark Bun Vitaly Feldman Adam D. Smith Kunal Talwar 295 99 0 11 Dec 2020
Efficient Estimation of Influence of a Training Instance Sosuke Kobayashi Sho Yokoi Jun Suzuki Kentaro Inui TDI 67 15 0 08 Dec 2020
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation Vitaly Feldman Chiyuan Zhang TDI 169 464 0 09 Aug 2020
BackPACK: Packing more into backprop Felix Dangel Frederik Kunstner Philipp Hennig ODL 86 103 0 23 Dec 2019
Neural Network Memorization Dissection Jindong Gu Volker Tresp FedML 52 12 0 21 Nov 2019
Does Learning Require Memorization? A Short Tale about a Long Tail Vitaly Feldman TDI 123 494 0 12 Jun 2019
A Closer Look at Memorization in Deep Networks Devansh Arpit Stanislaw Jastrzebski Nicolas Ballas David M. Krueger Emmanuel Bengio ... Tegan Maharaj Asja Fischer Aaron Courville Yoshua Bengio Simon Lacoste-Julien TDI 122 1,818 0 16 Jun 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 210 2,894 0 14 Mar 2017
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 339 4,629 0 10 Nov 2016