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Pranjal Awasthi

Congested Bandits: Optimal Routing via Short-term Resets

Jan 23, 2023
Pranjal Awasthi, Kush Bhatia, Sreenivas Gollapudi, Kostas Kollias

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* Published at ICML 2022

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On the Adversarial Robustness of Mixture of Experts

Oct 19, 2022
Joan Puigcerver, Rodolphe Jenatton, Carlos Riquelme, Pranjal Awasthi, Srinadh Bhojanapalli

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* Accepted to NeurIPS 2022

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Agnostic Learning of General ReLU Activation Using Gradient Descent

Aug 04, 2022
Pranjal Awasthi, Alex Tang, Aravindan Vijayaraghavan

* 28 oages

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Individual Preference Stability for Clustering

Jul 07, 2022
Saba Ahmadi, Pranjal Awasthi, Samir Khuller, Matthäus Kleindessner, Jamie Morgenstern, Pattara Sukprasert, Ali Vakilian

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* Accepted to ICML'22. This is a full version of the ICML version as well as a substantially improved version of arXiv:2006.04960

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Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models

Jun 09, 2022
Weihao Kong, Rajat Sen, Pranjal Awasthi, Abhimanyu Das

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Distributionally Robust Data Join

Feb 11, 2022
Pranjal Awasthi, Christopher Jung, Jamie Morgenstern

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Agnostic Learnability of Halfspaces via Logistic Loss

Jan 31, 2022
Ziwei Ji, Kwangjun Ahn, Pranjal Awasthi, Satyen Kale, Stefani Karp

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