Search Results for author: Pravesh Srivastava

Found 1 papers, 0 papers with code

Addressing practical challenges in Active Learning via a hybrid query strategy

no code implementations7 Oct 2021 Deepesh Agarwal, Pravesh Srivastava, Sergio Martin-del-Campo, Balasubramaniam Natarajan, Babji Srinivasan

Inspired by these practical challenges, we present a hybrid query strategy-based AL framework that addresses three practical challenges simultaneously: cold-start, oracle uncertainty and performance evaluation of Active Learner in the absence of ground truth.

Active Learning

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