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Electra: Conditional Generative Model based Predicate-Aware Query Approximation



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



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



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


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Multiscale Manifold Warping



Sridhar Mahadevan , Anup Rao , Georgios Theocharous , Jennifer Healey

* 18 pages 

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Asymptotics of Ridge Regression in Convolutional Models



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


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Machine Unlearning via Algorithmic Stability



Enayat Ullah , Tung Mai , Anup Rao , Ryan Rossi , Raman Arora


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Fundamental Tradeoffs in Distributionally Adversarial Training



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

* 23 pages, 3 figures 

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Heterogeneous Graphlets



Ryan A. Rossi , Nesreen K. Ahmed , Aldo Carranza , David Arbour , Anup Rao , Sungchul Kim , Eunyee Koh

* arXiv admin note: substantial text overlap with arXiv:1901.10026 

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Efficient Balanced Treatment Assignments for Experimentation



David Arbour , Drew Dimmery , Anup Rao


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Graph Neural Networks with Heterophily



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


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