Emanuel Schwarz

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 8

Top Topics

Machine Learning

Data Imputation

Horizontally Partitioned

Multitask Learning

Top Venues

Briefings Bioinform.

Publications

Han Cao, Sivanesan Rajan, Bianka Hahn, Ersoy Kocak, Daniel Durstewitz, Emanuel Schwarz, Verena Schneider-Lindner
MTLComb: multi-task learning combining regression and classification tasks for joint feature selection. CoRR (2024)
Shunjie Zhang, Pan Li, Shenghan Wang, Jijun Zhu, Zhongting Huang, Fuqiang Cai, Sebastian Freidel, Fei Ling, Emanuel Schwarz, Junfang Chen
: biologically informed multi-stage machine learning for phenotype prediction using omics data. Briefings Bioinform. 25 (5) (2024)
Han Cao, Youcheng Zhang, Jan Baumbach, Paul R. Burton, Dominic B. Dwyer, Nikolaos Koutsouleris, Julian O. Matschinske, Yannick Marcon, Sivanesan Rajan, Thilo Rieg, Patricia Ryser-Welch, Julian Späth, Carl Herrmann, Emanuel Schwarz
dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning. Bioinform. 38 (21) (2022)
Thilo Rieg, Emanuel Schwarz
From mechanistic insight towards clinical implementation using normative modeling. Nat. Comput. Sci. 2 (5) (2022)
Natalia Gass, Zeru Peterson, Jonathan Rochus Reinwald, Alexander Sartorius, Wolfgang Weber-Fahr, Markus Sack, Junfang Chen, Han Cao, Michael Didriksen, Tine Bryan Stensbøl, Gabrielle Klemme, Adam J. Schwarz, Emanuel Schwarz, Andreas Meyer-Lindenberg, Thomas Nickl-Jockschat
gene expression patterns in a mouse model of 22q11.2 deletion. NeuroImage 243 (2021)
Xiaolong Zhang, Urs Braun, Anais Harneit, Zhenxiang Zang, Lena S. Geiger, Richard F. Betzel, Junfang Chen, Janina I. Schweiger, Kristina Schwarz, Jonathan Rochus Reinwald, Stefan Fritze, Stephanie H. Witt, Marcella Rietschel, Markus M. Nöthen, Franziska Degenhardt, Emanuel Schwarz, Dusan Hirjak, Andreas Meyer-Lindenberg, Heike Tost
Generative network models of altered structural brain connectivity in schizophrenia. NeuroImage 225 (2021)
Junfang Chen, Dietmar Lippold, Josef Frank, William Rayner, Andreas Meyer-Lindenberg, Emanuel Schwarz
Gimpute: an efficient genetic data imputation pipeline. Bioinform. 35 (8) (2019)
Han Cao, Jiayu Zhou, Emanuel Schwarz
RMTL: an R library for multi-task learning. Bioinform. 35 (10) (2019)
Emanuel Schwarz, F. Markus Leweke, Sabine Bahn, Pietro Liò
Clinical bioinformatics for complex disorders: a schizophrenia case study. BMC Bioinform. 10 (S-12) (2009)
Emanuel Schwarz, F. Markus Leweke, Sabine Bahn, Pietro Liò
Combining Molecular and Physiological Data of Complex Disorders. BIRD (2008)