11 citations · 12 across the 3 of their papers we have counts for
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cs.LG2012
A Hybrid Method for Distance Metric Learning
Yi-Hao Kao, Benjamin Van Roy, Daniel Rubin +3
We consider the problem of learning a measure of distance among vectors in a feature space and propose a hybrid method that simultaneously learns from similarity ratings assigned t…
cs.LG2012★ 1 cited
Directed Time Series Regression for Control
Yi-Hao Kao, Benjamin Van Roy
We propose directed time series regression, a new approach to estimating parameters of time-series models for use in certainty equivalent model predictive control. The approach com…
cs.LG2011★ 11 cited
Learning a Factor Model via Regularized PCA
Yi-Hao Kao, Benjamin Van Roy
We consider the problem of learning a linear factor model. We propose a regularized form of principal component analysis (PCA) and demonstrate through experiments with synthetic an…