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Aditya Gangrade

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Counterfactually Comparing Abstaining Classifiers

May 17, 2023
Yo Joong Choe, Aditya Gangrade, Aaditya Ramdas

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A Doubly Optimistic Strategy for Safe Linear Bandits

Sep 27, 2022
Tianrui Chen, Aditya Gangrade, Venkatesh Saligrama

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Strategies for Safe Multi-Armed Bandits with Logarithmic Regret and Risk

Apr 01, 2022
Tianrui Chen, Aditya Gangrade, Venkatesh Saligrama

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Online Selective Classification with Limited Feedback

Oct 27, 2021
Aditya Gangrade, Anil Kag, Ashok Cutkosky, Venkatesh Saligrama

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Selective Classification via One-Sided Prediction

Nov 07, 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

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Budget Learning via Bracketing

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

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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

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