On the Relationship between Data Efficiency and Error for Uncertainty Sampling

15 June 2018

Papers citing "On the Relationship between Data Efficiency and Error for Uncertainty Sampling"

5 / 5 papers shown

Title
Evaluation of uncertainty estimations for Gaussian process regression based machine learning interatomic potentials Matthias Holzenkamp Dongyu Lyu Ulrich Kleinekathöfer Peter Zaspel 68 0 0 10 Jan 2025
Deep Active Learning over the Long Tail Yonatan Geifman Ran El-Yaniv 3DPC 65 143 0 02 Nov 2017
A Benchmark and Comparison of Active Learning for Logistic Regression Yazhou Yang Marco Loog 56 151 0 25 Nov 2016
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning J. Sourati M. Akçakaya T. Leen Deniz Erdogmus Jennifer G. Dy 39 33 0 27 May 2016
Convergence Rates of Active Learning for Maximum Likelihood Estimation Kamalika Chaudhuri Sham Kakade Praneeth Netrapalli Sujay Sanghavi 48 72 0 08 Jun 2015