Dynamic Batch Mode Active Learning via L1 Regularization

Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan

AAAI 2011 pp. 1764-1765

doi:10.1609/AAAI.V25I1.8042 /aaai/2011/chakraborty2011aaai-dynamic/

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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Text

Chakraborty et al. "Dynamic Batch Mode Active Learning via L1 Regularization." AAAI Conference on Artificial Intelligence, 2011. doi:10.1609/AAAI.V25I1.8042

Markdown

[Chakraborty et al. "Dynamic Batch Mode Active Learning via L1 Regularization." AAAI Conference on Artificial Intelligence, 2011.](https://mlanthology.org/aaai/2011/chakraborty2011aaai-dynamic/) doi:10.1609/AAAI.V25I1.8042

BibTeX

@inproceedings{chakraborty2011aaai-dynamic,
  title     = {{Dynamic Batch Mode Active Learning via L1 Regularization}},
  author    = {Chakraborty, Shayok and Balasubramanian, Vineeth Nallure and Panchanathan, Sethuraman},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2011},
  pages     = {1764-1765},
  doi       = {10.1609/AAAI.V25I1.8042},
  url       = {https://mlanthology.org/aaai/2011/chakraborty2011aaai-dynamic/}
}