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Picture for Gabriel Krummenacher

Scalable Adaptive Stochastic Optimization Using Random Projections

Nov 21, 2016
Gabriel Krummenacher, Brian McWilliams, Yannic Kilcher, Joachim M. Buhmann, Nicolai Meinshausen

* To appear in Advances in Neural Information Processing Systems 29 (NIPS 2016) 

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LOCO: Distributing Ridge Regression with Random Projections

Jun 08, 2015
Christina Heinze, Brian McWilliams, Nicolai Meinshausen, Gabriel Krummenacher

* 37 pages 

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Fast and Robust Least Squares Estimation in Corrupted Linear Models

Jun 19, 2014
Brian McWilliams, Gabriel Krummenacher, Mario Lucic, Joachim M. Buhmann

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