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Krishnaram Kenthapadi

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Measuring Distributional Shifts in Text: The Advantage of Language Model-Based Embeddings

Dec 04, 2023
Gyandev Gupta, Bashir Rastegarpanah, Amalendu Iyer, Joshua Rubin, Krishnaram Kenthapadi

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Designing Closed-Loop Models for Task Allocation

May 31, 2023
Vijay Keswani, L. Elisa Celis, Krishnaram Kenthapadi, Matthew Lease

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Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users

Jul 06, 2022
Ana Lucic, Sheeraz Ahmad, Amanda Furtado Brinhosa, Vera Liao, Himani Agrawal, Umang Bhatt, Krishnaram Kenthapadi, Alice Xiang, Maarten de Rijke, Nicholas Drabowski

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Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases

Jun 25, 2022
David Munechika, Zijie J. Wang, Jack Reidy, Josh Rubin, Krishna Gade, Krishnaram Kenthapadi, Duen Horng Chau

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A Human-Centric Take on Model Monitoring

Jun 06, 2022
Murtuza N Shergadwala, Himabindu Lakkaraju, Krishnaram Kenthapadi

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Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks

Apr 09, 2022
Michael Lohaus, Matthäus Kleindessner, Krishnaram Kenthapadi, Francesco Locatello, Chris Russell

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Diverse Counterfactual Explanations for Anomaly Detection in Time Series

Mar 21, 2022
Deborah Sulem, Michele Donini, Muhammad Bilal Zafar, Francois-Xavier Aubet, Jan Gasthaus, Tim Januschowski, Sanjiv Das, Krishnaram Kenthapadi, Cedric Archambeau

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COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks

Mar 16, 2022
Fan Wu, Linyi Li, Chejian Xu, Huan Zhang, Bhavya Kailkhura, Krishnaram Kenthapadi, Ding Zhao, Bo Li

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Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness

Feb 17, 2022
Kate Donahue, Alexandra Chouldechova, Krishnaram Kenthapadi

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Designing Closed Human-in-the-loop Deferral Pipelines

Feb 09, 2022
Vijay Keswani, Matthew Lease, Krishnaram Kenthapadi

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