Yi-Kai Liu

Classifying single-qubit noise using machine learning

Aug 30, 2019
Travis L. Scholten, Yi-Kai Liu, Kevin Young, Robin Blume-Kohout

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* 20 pages (15 main, 5 supplemental), 11 figures, and 5 tables

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Exponential improvements for quantum-accessible reinforcement learning

Aug 08, 2018
Vedran Dunjko, Yi-Kai Liu, Xingyao Wu, Jacob M. Taylor

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* 14+13 pages, 4 figures; The updated version is simplified, and more concisely presented

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A Spectral Algorithm for Latent Dirichlet Allocation

Jan 17, 2013
Animashree Anandkumar, Dean P. Foster, Daniel Hsu, Sham M. Kakade, Yi-Kai Liu

* Changed title to match conference version, which appears in Advances in Neural Information Processing Systems 25, 2012

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Universal low-rank matrix recovery from Pauli measurements

Nov 03, 2011
Yi-Kai Liu

* Advances in Neural Information Processing Systems (NIPS) 24, pp.1638-1646 (2011)
* v2: corrected typos, added proof details, 9+8 pages, to appear in NIPS 2011

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