activity
20122021
most citedA framework for the extraction of Deep Neural Networks by leveraging public data

40 citations · 85 across the 8 of their papers we have counts for

collaborators
Showing 2012Show all

2 papers · 1 filter

cs.LG2012★ 8 cited

Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses

Sathiya Keerthi Selvaraj, Sundararajan Sellamanickam, Shirish Shevade

Transductive SVM (TSVM) is a well known semi-supervised large margin learning method for binary text classification. In this paper we extend this method to multi-class and hierarch…

cs.LG2012★ 1 cited

Mechanism Design for Cost Optimal PAC Learning in the Presence of Strategic Noisy Annotators

Dinesh Garg, Sourangshu Bhattacharya, S. Sundararajan +1

We consider the problem of Probably Approximate Correct (PAC) learning of a binary classifier from noisy labeled examples acquired from multiple annotators (each characterized by a…