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Learning to reject meets OOD detection: Are all abstentions created equal?


Jan 31, 2023
Harikrishna Narasimhan, Aditya Krishna Menon, Wittawat Jitkrittum, Sanjiv Kumar

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Consistent Multiclass Algorithms for Complex Metrics and Constraints


Oct 19, 2022
Harikrishna Narasimhan, Harish G. Ramaswamy, Shiv Kumar Tavker, Drona Khurana, Praneeth Netrapalli, Shivani Agarwal

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Robust Distillation for Worst-class Performance


Jun 13, 2022
Serena Wang, Harikrishna Narasimhan, Yichen Zhou, Sara Hooker, Michal Lukasik, Aditya Krishna Menon

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Implicit Rate-Constrained Optimization of Non-decomposable Objectives


Jul 29, 2021
Abhishek Kumar, Harikrishna Narasimhan, Andrew Cotter

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* ICML 2021; Code available at https://github.com/google-research/google-research/tree/master/implicit_constrained_optimization 

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Training Over-parameterized Models with Non-decomposable Objectives


Jul 09, 2021
Harikrishna Narasimhan, Aditya Krishna Menon

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Churn Reduction via Distillation


Jun 04, 2021
Heinrich Jiang, Harikrishna Narasimhan, Dara Bahri, Andrew Cotter, Afshin Rostamizadeh

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Optimizing Black-box Metrics with Iterative Example Weighting


Feb 18, 2021
Gaurush Hiranandani, Jatin Mathur, Oluwasanmi Koyejo, Mahdi Milani Fard, Harikrishna Narasimhan

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* 41 pages, 3 figures, and 6 tables 

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Distilling Double Descent


Feb 13, 2021
Andrew Cotter, Aditya Krishna Menon, Harikrishna Narasimhan, Ankit Singh Rawat, Sashank J. Reddi, Yichen Zhou

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Quadratic Metric Elicitation with Application to Fairness


Nov 03, 2020
Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Oluwasanmi Koyejo

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* 32 pages, 9 figures, and 1 table 

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