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Improved Algorithms for Agnostic Pool-based Active Classification

Improved Algorithms for Agnostic Pool-based Active Classification

13 May 2021
Julian Katz-Samuels
Jifan Zhang
Lalit P. Jain
Kevin Jamieson
ArXiv (abs)PDFHTML

Papers citing "Improved Algorithms for Agnostic Pool-based Active Classification"

5 / 5 papers shown
Title
Near-Polynomially Competitive Active Logistic Regression
Near-Polynomially Competitive Active Logistic Regression
Yihan Zhou
Eric Price
Trung Nguyen
103
0
0
07 Mar 2025
A Competitive Algorithm for Agnostic Active Learning
A Competitive Algorithm for Agnostic Active Learning
Eric Price
Yihan Zhou
51
1
0
28 Oct 2023
Active Learning with Safety Constraints
Active Learning with Safety Constraints
Romain Camilleri
Andrew Wagenmaker
Jamie Morgenstern
Lalit P. Jain
Kevin Jamieson
66
14
0
22 Jun 2022
Efficient Active Learning with Abstention
Efficient Active Learning with Abstention
Yinglun Zhu
Robert D. Nowak
107
15
0
31 Mar 2022
Fast Rates in Pool-Based Batch Active Learning
Fast Rates in Pool-Based Batch Active Learning
Claudio Gentile
Zhilei Wang
Tong Zhang
80
16
0
11 Feb 2022
1