10 citations · 25 across the 7 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019
Online Active Learning of Reject Option Classifiers
Kulin Shah, Naresh Manwani
Active learning is an important technique to reduce the number of labeled examples in supervised learning. Active learning for binary classification has been well addressed in mach…
cs.LG2019★ 2 cited
PLUME: Polyhedral Learning Using Mixture of Experts
Kulin Shah, P. S. Sastry, Naresh Manwani
In this paper, we propose a novel mixture of expert architecture for learning polyhedral classifiers. We learn the parameters of the classifierusing an expectation maximization alg…