3 papers
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…
cs.NE2015
Neural Implementation of Probabilistic Models of Cognition
Milad Kharratzadeh, Thomas R. Shultz
Bayesian models of cognition hypothesize that human brains make sense of data by representing probability distributions and applying Bayes' rule to find the best explanation for av…