Our paper “Maximum Regularized Likelihood Estimators: A General Prediction Theory and Applications” has been accepted in STAT. Congratulations, Rui! 😎
Our paper “Prediction Error Bounds for Linear Regression With the TREX” has been accepted in TEST. Thanks to Jacob, Irina, and Christian!
Our paper “Oracle Inequalities for High-dimensional Prediction” has been accepted for publication in the Bernoulli journal. Find an updated version here. Congratulations to Lu Yu, then Master’s student at UW and now PhD student at University of Toronto, and Irina Gaynanova, Assistant Professor at Texas A&M.
Our paper on tuning parameter calibration for the Lasso has been accepted at JMLR. You can find an updated version here.