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Stateful Detection of Model Extraction Attacks


Jul 12, 2021
Soham Pal, Yash Gupta, Aditya Kanade, Shirish Shevade


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Neural Cross-Domain Collaborative Filtering with Shared Entities


Jul 19, 2019
Vijaikumar M, Shirish Shevade, M N Murty

* 10 pages, 5 figures 

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Deep Learning for Bug-Localization in Student Programs


May 28, 2019
Rahul Gupta, Aditya Kanade, Shirish Shevade


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A framework for the extraction of Deep Neural Networks by leveraging public data


May 22, 2019
Soham Pal, Yash Gupta, Aditya Shukla, Aditya Kanade, Shirish Shevade, Vinod Ganapathy


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Active Learning for Efficient Testing of Student Programs


Apr 13, 2018
Ishan Rastogi, Aditya Kanade, Shirish Shevade

* 14 pages, 6 tables, 2 figures 

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Deep Reinforcement Learning for Programming Language Correction


Jan 31, 2018
Rahul Gupta, Aditya Kanade, Shirish Shevade


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Learning Semantically Coherent and Reusable Kernels in Convolution Neural Nets for Sentence Classification


Oct 10, 2016
Madhusudan Lakshmana, Sundararajan Sellamanickam, Shirish Shevade, Keerthi Selvaraj


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Gaussian Process Pseudo-Likelihood Models for Sequence Labeling


Sep 21, 2016
P. K. Srijith, P. Balamurugan, Shirish Shevade

* 18 pages, 5 figures 

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Topic Model Based Multi-Label Classification from the Crowd


Apr 04, 2016
Divya Padmanabhan, Satyanath Bhat, Shirish Shevade, Y. Narahari


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A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds


Jan 29, 2016
Divya Padmanabhan, Satyanath Bhat, Dinesh Garg, Shirish Shevade, Y. Narahari


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An Empirical Evaluation of Sequence-Tagging Trainers


Nov 11, 2013
P. Balamurugan, Shirish Shevade, S. Sundararajan, S. S Keerthi

* 18 pages, 5 figures ams.org 

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Large Margin Semi-supervised Structured Output Learning


Nov 09, 2013
P. Balamurugan, Shirish Shevade, Sundararajan Sellamanickam

* 9 pages 

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


Nov 01, 2012
Sathiya Keerthi Selvaraj, Sundararajan Sellamanickam, Shirish Shevade


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


Oct 16, 2012
Dinesh Garg, Sourangshu Bhattacharya, S. Sundararajan, Shirish Shevade

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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An Additive Model View to Sparse Gaussian Process Classifier Design


Jun 26, 2012
Sundararajan Sellamanickam, Shirish Shevade

* 14 pages, 3 figures 

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