Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits

Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits

13 February 2024

Shota Horiguchi

Masaki Hamamoto

Papers citing "Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits"

12 / 12 papers shown

Title
Training Data Influence Analysis and Estimation: A Survey Zayd Hammoudeh Daniel Lowd TDI 49 91 0 09 Dec 2022
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees Jonathan Brophy Zayd Hammoudeh Daniel Lowd TDI 64 22 0 30 Apr 2022
A Data-Centric Approach for Training Deep Neural Networks with Less Data Mohammad Motamedi Nikolay Sakharnykh T. Kaldewey 63 67 0 07 Oct 2021
Improving Cooperative Game Theory-based Data Valuation via Data Utility Learning Tianhao Wang Yu Yang R. Jia TDI 75 12 0 13 Jul 2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio Guoguo Chen Shuzhou Chai Guan-Bo Wang Jiayu Du Weiqiang Zhang ... Xuchen Yao Yongqing Wang Yujun Wang Zhao You Zhiyong Yan 86 360 0 13 Jun 2021
Influence Estimation for Generative Adversarial Networks Naoyuki Terashita Hiroki Ohashi Yuichi Nonaka T. Kanemaru TDI 52 12 0 20 Jan 2021
Neuron Shapley: Discovering the Responsible Neurons Amirata Ghorbani James Zou FAtt TDI 45 110 0 23 Feb 2020
Finding Influential Training Samples for Gradient Boosted Decision Trees B. Sharchilev Yury Ustinovsky P. Serdyukov Maarten de Rijke TDI 40 55 0 19 Feb 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 189 8,807 0 25 Aug 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 142 2,854 0 14 Mar 2017
An optimal algorithm for the Thresholding Bandit Problem A. Locatelli Maurilio Gutzeit Alexandra Carpentier 41 132 0 27 May 2016
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 130 1,021 0 16 Jul 2014