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stat.ML2016
Semi-parametric Order-based Generalized Multivariate Regression
Milad Kharratzadeh, Mark Coates
In this paper, we consider a generalized multivariate regression problem where the responses are monotonic functions of linear transformations of predictors. We propose a semi-para…
stat.ML2015
Sparse Multivariate Factor Regression
Milad Kharratzadeh, Mark Coates
We consider the problem of multivariate regression in a setting where the relevant predictors could be shared among different responses. We propose an algorithm which decomposes th…