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Towards Sample-efficient Overparameterized Meta-learning

Jan 16, 2022
Yue Sun, Adhyyan Narang, Halil Ibrahim Gulluk, Samet Oymak, Maryam Fazel

* Advances in Neural Information Processing Systems, 34 (2021) 

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Multiplayer Performative Prediction: Learning in Decision-Dependent Games

Jan 10, 2022
Adhyyan Narang, Evan Faulkner, Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff

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Classification and Adversarial examples in an Overparameterized Linear Model: A Signal Processing Perspective

Sep 27, 2021
Adhyyan Narang, Vidya Muthukumar, Anant Sahai

* 32 pages, 10 figures 

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Classification vs regression in overparameterized regimes: Does the loss function matter?

May 16, 2020
Vidya Muthukumar, Adhyyan Narang, Vignesh Subramanian, Mikhail Belkin, Daniel Hsu, Anant Sahai

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