Less Is Better: Unweighted Data Subsampling via Influence Function

3 December 2019

Papers citing "Less Is Better: Unweighted Data Subsampling via Influence Function"

7 / 7 papers shown

Title
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks Somnath Banerjee Maulindu Sarkar Punyajoy Saha Binny Mathew Animesh Mukherjee TDI 34 0 0 22 Feb 2024
Deeper Understanding of Black-box Predictions via Generalized Influence Functions Hyeonsu Lyu Jonggyu Jang Sehyun Ryu H. Yang TDI AI4CE 20 5 0 09 Dec 2023
Towards a statistical theory of data selection under weak supervision Germain Kolossov Andrea Montanari Pulkit Tandon 24 14 0 25 Sep 2023
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement Zifeng Wang Chufan Gao Cao Xiao Jimeng Sun LMTD 28 12 0 20 May 2023
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text Zifeng Wang Zhenbang Wu Dinesh Agarwal Jimeng Sun CLIP VLM MedIm 49 399 0 18 Oct 2022
Estimation of Local Average Treatment Effect by Data Combination Kazuhiko Shinoda T. Hoshino 16 1 0 11 Sep 2021
Data Valuation using Reinforcement Learning Jinsung Yoon Sercan Ö. Arik Tomas Pfister TDI 27 173 0 25 Sep 2019