Shih-Ting’s paper “DeepMoM: Robust Deep Learning With Median-of-Means” is now published in volume 32 of the Journal of Computational and Graphical Statistics. Find the paper here.
Category Archives: Published Paper
Lasso paper published
The published version of our paper “Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression” can now be found here.
Lasso paper now online
The final version of our paper “Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression” is now accessible online here.
DeepMom paper now online
The published version of our paper “DeepMoM: Robust Deep Learning With Median-of-Means” is now accessible online
here.
Graphical Models With the TREX
Our paper “Topology Adaptive Graph Estimation in High Dimensions” is now accepted and published in Mathematics here. Cheers, Christian! 🍺
Latest EJS Paper Published
Our paper “Tuning parameter calibration for personalized prediction in medicine” at EJS is now published here.
Latest JMLR Paper Online
Our paper “Estimating the lasso’s effective noise” at JMLR is now online here.
Regularized neural networks
The published version of “Statistical guarantees for regularized neural networks” can now be found
here.
Two recent biostats papers now online
FDR control rev.
Our paper “Aggregating Knockoffs for False Discovery Rate Control with an Application to Gut Microbiome Data” has now been published. Congratulations again to Fang!