Dynamic Batch Mode Active Learning via L1 Regularization

Authors

  • Shayok Chakraborty Arizona State University
  • Vineeth Balasubramanian Arizona State University
  • Sethuraman Panchanathan Arizona State University

DOI:

https://doi.org/10.1609/aaai.v25i1.8042

Abstract

We propose a method for dynamic batch mode active learning where the batch size and selection criteria are integrated into a single formulation.

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Published

2011-08-04

How to Cite

Chakraborty, S., Balasubramanian, V., & Panchanathan, S. (2011). Dynamic Batch Mode Active Learning via L1 Regularization. Proceedings of the AAAI Conference on Artificial Intelligence, 25(1), 1764-1765. https://doi.org/10.1609/aaai.v25i1.8042

Issue

Vol. 25 No. 1 (2011): Twenty-Fifth AAAI Conference on Artificial Intelligence

Section

Student Abstracts and Posters