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Electra: Conditional Generative Model based Predicate-Aware Query Approximation


Jan 28, 2022
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri

* To appear in Proceedings of AAAI 2022 

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Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes


Nov 29, 2021
Aravind Reddy, Ryan A. Rossi, Zhao Song, Anup Rao, Tung Mai, Nedim Lipka, Gang Wu, Eunyee Koh, Nesreen Ahmed


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An Interpretable Graph Generative Model with Heterophily


Nov 04, 2021
Sudhanshu Chanpuriya, Ryan A. Rossi, Anup Rao, Tung Mai, Nedim Lipka, Zhao Song, Cameron Musco


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Coresets for Classification -- Simplified and Strengthened


Jun 18, 2021
Tung Mai, Anup B. Rao, Cameron Musco


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Asymptotics of Ridge Regression in Convolutional Models


Mar 08, 2021
Mojtaba Sahraee-Ardakan, Tung Mai, Anup Rao, Ryan Rossi, Sundeep Rangan, Alyson K. Fletcher


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Machine Unlearning via Algorithmic Stability


Feb 25, 2021
Enayat Ullah, Tung Mai, Anup Rao, Ryan Rossi, Raman Arora


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Fundamental Tradeoffs in Distributionally Adversarial Training


Jan 15, 2021
Mohammad Mehrabi, Adel Javanmard, Ryan A. Rossi, Anup Rao, Tung Mai

* 23 pages, 3 figures 

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Graph Neural Networks with Heterophily


Sep 28, 2020
Jiong Zhu, Ryan A. Rossi, Anup Rao, Tung Mai, Nedim Lipka, Nesreen K. Ahmed, Danai Koutra


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