Proactive Learning

Donmez, P., & Carbonell, J. G. (2008). Proactive Learning: Cost-Sensitive Active Learning with Multiple Imperfect Oracles. Proceedings of CIKM 2008, 619-628.

Type

Conference paper

Intellectual base

Primary research

Year

2008

DOI

10.1145/1458082.1458165

Link

https://doi.org/10.1145/1458082.1458165

Cited by

1 citation across 1 artifact.

Domain-specific

• Proactive learning
  • Donmez and Carbonell introduced the named formulation as cost-sensitive active learning with multiple imperfect oracles and framed selection as optimizing information gain or model utility subject to these heterogeneous oracle properties.

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