conftrace_

disagreement coefficient

10 papers

Explore in graph

Co-occurring keywords

active learning (1301) label complexity (58) passive learning (15) learning to rank (185) sample complexity (1169) semi-supervised clustering (23) binary classification (678) learning theory (519) selective classification (33) minimax rate (87)

Papers

Agnostic Multi-Group Active Learning NIPS 2023
A Competitive Algorithm for Agnostic Active Learning NIPS 2023
Improved Algorithms for Agnostic Pool-based Active Classification ICML 2021
The Relationship Between Agnostic Selective Classification, Active Learning and the Disagreement Coefficient JMLR 2019
Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions NIPS 2017
Active Learning Using Smooth Relative Regret Approximations with Applications JMLR 2014
Activized Learning: Transforming Passive to Active with Improved Label Complexity JMLR 2012
Active Learning Using Smooth Relative Regret Approximations with Applications COLT 2012
Lower Bounds for Passive and Active Learning NIPS 2011
Smoothness, Disagreement Coefficient, and the Label Complexity of Agnostic Active Learning JMLR 2011