Johannes Lederer

Statistics, Machine Learning & Data Science

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Category Archives: Published Paper

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Posted by

LedererLab

Posted on

April 12, 2022

Posted under

Published Paper

Graphical Models With the TREX

Our paper “Topology Adaptive Graph Estimation in High Dimensions” is now accepted and published in Mathematics here. Cheers, Christian! đŸș

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Posted by

LedererLab

Posted on

December 17, 2021

Posted under

Published Paper

Latest EJS Paper Published

Our paper “Tuning parameter calibration for personalized prediction in medicine” at EJS is now published here.

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Posted by

LedererLab

Posted on

December 1, 2021

Posted under

Published Paper

Latest JMLR Paper Online

Our paper “Estimating the lasso’s effective noise” at JMLR is now online here.

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Posted by

LedererLab

Posted on

May 17, 2021

Posted under

Published Paper

Regularized neural networks

The published version of “Statistical guarantees for regularized neural networks” can now be found
here.

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Posted by

LedererLab

Posted on

March 18, 2021

Posted under

Published Paper

Two recent biostats papers now online

The published versions of our papers “Tuning-free ridge estimators for high-dimensional generalized linear models” and “Integrating additional knowledge into the estimation of graphical models” are now accessible online
here and here, respectively.

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Posted by

LedererLab

Posted on

February 17, 2021

Posted under

Published Paper

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!

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Posted by

LedererLab

Posted on

June 5, 2020

Posted under

Published Paper

High-dimensional inference

Our paper “Inference for high-dimensional instrumental variables regression” has now been published. Congratulations again to David and Jing!

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Posted by

LedererLab

Posted on

August 23, 2019

Posted under

Published Paper

Tuning Parameters in Logistic Regression

Our paper “Tuning parameter calibration for
l1-regularized logistic regression” has now been published in the Journal of Statistical Planning and Inference.

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Posted by

LedererLab

Posted on

June 15, 2019

Posted under

Published Paper

Prediction Guarantees for the TREX

Our paper “Prediction error bounds for linear regression with the TREX” has now been published in Test.

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Posted by

LedererLab

Posted on

March 6, 2019

Posted under

Published Paper

Oracle inequalities for high-dimensional prediction

Our paper on oracle inequalities is now published in Bernoulli 2019, Vol. 25, No. 2, 1225-1255. The weblink is here.

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