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Selective Classification via One-Sided Prediction

Oct 15, 2020
Aditya Gangrade, Anil Kag, Venkatesh Saligrama

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Piecewise Linear Regression via a Difference of Convex Functions

Jul 05, 2020
Ali Siahkamari, Aditya Gangrade, Brian Kulis, Venkatesh Saligrama

* Appearing in ICML2020 Proceedings 

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Budget Learning via Bracketing

Apr 14, 2020
Aditya Gangrade, Durmus Alp Emre Acar, Venkatesh Saligrama

* Slightly expanded version of a paper to be presented at AISTATS 2020 

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Testing Changes in Communities for the Stochastic Block Model

Nov 29, 2018
Aditya Gangrade, Praveen Venkatesh, Bobak Nazer, Venkatesh Saligrama

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Lower Bounds for Two-Sample Structural Change Detection in Ising and Gaussian Models

Oct 28, 2017
Aditya Gangrade, Bobak Nazer, Venkatesh Saligrama

* Presented at the 55th Annual Allerton Conference on Communication, Control, and Computing, Oct. 2017 

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