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Understanding Goal-Oriented Active Learning via Influence Functions

30 May 2019

Papers citing "Understanding Goal-Oriented Active Learning via Influence Functions"

5 / 5 papers shown

Title
On the Accuracy of Influence Functions for Measuring Group Effects Pang Wei Koh Kai-Siang Ang H. Teo Percy Liang TDI 91 196 0 30 May 2019
Practical Obstacles to Deploying Active Learning David Lowell Zachary Chase Lipton Byron C. Wallace 98 111 0 12 Jul 2018
On the Relationship between Data Efficiency and Error for Uncertainty Sampling Stephen Mussmann Percy Liang 43 36 0 15 Jun 2018
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 219 2,910 0 14 Mar 2017
When does Active Learning Work? Lewis P. G. Evans N. Adams C. Anagnostopoulos 73 110 0 06 Aug 2014