49 citations · 58 across the 3 of their papers we have counts for
3 papers
cs.LG2016★ 9 cited
On the Robustness of Decision Tree Learning under Label Noise
Aritra Ghosh, Naresh Manwani, P. S. Sastry
In most practical problems of classifier learning, the training data suffers from the label noise. Hence, it is important to understand how robust is a learning algorithm to such l…
cs.CY2014
Insights from the Wikipedia Contest (IEEE Contest for Data Mining 2011)
Kalpit V Desai, Roopesh Ranjan
The Wikimedia Foundation has recently observed that newly joining editors on Wikipedia are increasingly failing to integrate into the Wikipedia editors' community, i.e. the communi…
cs.LG2013★ 49 cited
Double Ramp Loss Based Reject Option Classifier
Naresh Manwani, Kalpit Desai, Sanand Sasidharan +1
We consider the problem of learning reject option classifiers. The goodness of a reject option classifier is quantified using loss function wherein a loss is…