LAVA: Data Valuation without Pre-Specified Learning Algorithms

LAVA: Data Valuation without Pre-Specified Learning Algorithms

28 April 2023

Jiachen T. Wang

Yi Zeng

Ming Jin

Papers citing "LAVA: Data Valuation without Pre-Specified Learning Algorithms"

8 / 8 papers shown

Title
Adversarial Attacks on Data Attribution Xinhe Wang Pingbang Hu Junwei Deng Jiaqi W. Ma TDI 53 0 0 09 Sep 2024
CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning Huaiguang Cai FedML TDI 48 1 0 17 Jun 2024
Data Shapley in One Training Run Jiachen T. Wang Prateek Mittal Dawn Song Ruoxi Jia TDI 27 7 0 16 Jun 2024
Data Measurements for Decentralized Data Markets Charles Lu Mohammad Mohammadi Amiri Ramesh Raskar FedML 40 5 0 06 Jun 2024
SAVA: Scalable Learning-Agnostic Data Valuation Samuel Kessler Tam Le Vu Nguyen TDI 51 0 0 03 Jun 2024
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources Feiyang Kang H. Just Anit Kumar Sahu R. Jia 38 10 0 05 Jul 2023
Unlearnable Examples: Making Personal Data Unexploitable Hanxun Huang Xingjun Ma S. Erfani James Bailey Yisen Wang MIACV 136 190 0 13 Jan 2021
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 70 192 0 07 Feb 2020