171 citations · 937 across the 54 of their papers we have counts for
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cs.LG2012★ 13 cited
On Discarding, Caching, and Recalling Samples in Active Learning
Ashish Kapoor, Eric J. Horvitz
We address challenges of active learning under scarce informational resources in non-stationary environments. In real-world settings, data labeled and integrated into a predictive…
cs.LG2012★ 3 cited
Efficient Probabilistic Inference with Partial Ranking Queries
Jonathan Huang, Ashish Kapoor, Carlos E. Guestrin
Distributions over rankings are used to model data in various settings such as preference analysis and political elections. The factorial size of the space of rankings, however, ty…