Surrogate Losses in Passive and Active Learning

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Surrogate Losses in Passive and Active Learning

16 July 2012

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Papers citing "Surrogate Losses in Passive and Active Learning"

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Title
Improved Algorithms for Neural Active Learning Yikun Ban Yuheng Zhang Hanghang Tong A. Banerjee Jingrui He AI4TS 61 12 0 02 Oct 2022
Exponential Savings in Agnostic Active Learning through Abstention Nikita Puchkin Nikita Zhivotovskiy 79 20 0 31 Jan 2021
On the Value of Target Data in Transfer Learning Steve Hanneke Samory Kpotufe 92 74 0 12 Feb 2020
Disagreement-based Active Learning in Online Settings Boshuang Huang Sudeep Salgia Qing Zhao 64 13 0 19 Apr 2019
The Relationship Between Agnostic Selective Classification Active Learning and the Disagreement Coefficient Roei Gelbhart Ran El-Yaniv 113 11 0 19 Mar 2017
Active Learning for Cost-Sensitive Classification A. Krishnamurthy Alekh Agarwal Tzu-Kuo Huang Hal Daumé John Langford 278 80 0 03 Mar 2017