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Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra

Nov 12, 2020
Nadiia Chepurko, Kenneth L. Clarkson, Lior Horesh, David P. Woodruff

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ARDA: Automatic Relational Data Augmentation for Machine Learning

Mar 21, 2020
Nadiia Chepurko, Ryan Marcus, Emanuel Zgraggen, Raul Castro Fernandez, Tim Kraska, David Karger


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Robust and Sample Optimal Algorithms for PSD Low-Rank Approximation

Jan 02, 2020
Ainesh Bakshi, Nadiia Chepurko, David P. Woodruff

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