James Robert Lloyd

Structure Discovery in Nonparametric Regression through Compositional Kernel Search

David Duvenaud, James Robert Lloyd, Roger Grosse et al. · arXiv (Cornell University) · 2013 · 276 citations · Full text

Computing, Computer Science, Data Science +14

Structure Discovery in Nonparametric Regression through Compositional Kernel Search

David Duvenaud, James Robert Lloyd, Roger Grosse et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2013 · 192 citations · Full text

Computing, Computer Science, Data Science +14

Automatic Construction and Natural-Language Description of Nonparametric Regression Models

James Robert Lloyd, David Duvenaud, Roger Grosse et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 127 citations · Full text

Computing, Computer Science, Data Science +15

GEFCom2012 hierarchical load forecasting: Gradient boosting machines and Gaussian processes

James Robert Lloyd · International Journal of Forecasting · 2013 · 109 citations

Computing, Data Science, Forecasting +9

Random function priors for exchangeable arrays with applications to graphs and relational data

James Robert Lloyd, Peter Orbanz, Zoubin Ghahramani et al. · 2012 · 91 citations

Computing, Computer Science, Bayesian Data Analysis +16