296 citations · 577 across the 12 of their papers we have counts for
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stat.ML2017★ 3 cited
Proceedings of NIPS 2017 Workshop on Machine Learning for the Developing World
Maria De-Arteaga, William Herlands
This is the Proceedings of NIPS 2017 Workshop on Machine Learning for the Developing World, held in Long Beach, California, USA on December 8, 2017
stat.ML2015
Canonical Autocorrelation Analysis
Maria De-Arteaga, Artur Dubrawski, Peter Huggins
We present an extension of sparse Canonical Correlation Analysis (CCA) designed for finding multiple-to-multiple linear correlations within a single set of variables. Unlike CCA, w…
stat.ML2015★ 1 cited
Lass-0: sparse non-convex regression by local search
William Herlands, Maria De-Arteaga, Daniel Neill +1
We compute approximate solutions to L0 regularized linear regression using L1 regularization, also known as the Lasso, as an initialization step. Our algorithm, the Lass-0 ("Lass-z…