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Christoph Lippert

Hasso Plattner Institute (from arXiv:2412.20420, 2024) · ORCID · OpenAlex

11 papers in scope · 10 published · 1 on the econ.EM arXiv · 408 citations · h-index 7 (over the papers listed here)

Papers

(1 of 11)

JANET: Joint Adaptive predictioN-region Estimation for Time-series
published2025 · Machine Learning · 1 citations · first circulated 2024
with Eshant English, Eliot Wong-Toi, Matteo Fontana, Stephan Mandt, Padhraic Smyth
Machine Learning
Automated Demand Forecasting in small to medium-sized enterprises
working paper2024 · arXiv
with Thomas Gaertner, Stefan Konigorski
Paper profile arXiv arXiv:2412.20420
Simulating rigid head motion artifacts on brain magnitude MRI data–Outcome on image quality and segmentation of the cerebral cortex
published2024 · PLoS ONE · 5 citations
with Hampus Olsson, Jason M. Millward, Ludger Starke, Thomas Gladytz, Tobias Klein, Jana Fehr, W.H. Lai, Thoralf Niendorf, Sonia Waiczies
PLoS ONE
3D Self-Supervised Methods for Medical Imaging
published2020 · Neural Information Processing Systems · 128 citations
with Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gaertner, Benjamin Bergner
Neural Information Processing Systems
Two-sample Testing Using Deep Learning
published2020 · International Conference on Artificial Intelligence and Statistics · 10 citations · first circulated 2019
with Matthias Kirchler, Shahryar Khorasani, Marius Kloft
International Conference on Artificial Intelligence and Statistics
Ensembles of Lasso Screening Rules
published2017 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 33 citations
with Seunghak Lee, Nico Görnitz, Eric P. Xing, David Heckerman
IEEE Transactions on Pattern Analysis and Machine Intelligence
Sparse probit linear mixed model
published2017 · Machine Learning · 9 citations
with Stephan Mandt, Florian Wenzel, Shinichi Nakajima, John P. Cunningham, Marius Kloft
Machine Learning
Further Improvements to Linear Mixed Models for Genome-Wide Association Studies
published2014 · Scientific Reports · 83 citations
with Christian Widmer, Omer Weissbrod, Nicolò Fusi, Carl Kadie, Robert I Davidson, Jennifer Listgarten, David Heckerman
Scientific Reports
The benefits of selecting phenotype-specific variants for applications of mixed models in genomics
published2013 · Scientific Reports · 59 citations
with Gerald Quon, Eun Yong Kang, Carl Kadie, Jennifer Listgarten, David Heckerman
Scientific Reports
Corrigendum: An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data
published2013 · Scientific Reports
with Jennifer Listgarten, Robert I Davidson, Jeff Baxter, Hoifung Poon, Carl Kadie, David Heckerman
Scientific Reports
An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data
published2013 · Scientific Reports · 80 citations
with Jennifer Listgarten, Robert I Davidson, Jeff Baxter, Hoifung Poon, Carl Kadie, David Heckerman
Scientific Reports

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.