Richard Röttger

According to our database, Richard Röttger authored at least 29 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Federated singular value decomposition for high-dimensional data.

Anne Hartebrodt, Richard Röttger, David B. Blumenthal

Data Min. Knowl. Discov., May, 2024

Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt.

Yuliya Burankova, Miriam Abele, Mohammad Bakhtiari, Christine von Törne, Teresa Barth, Lisa Schweizer, Pieter Giesbertz, Johannes R. Schmidt, Stefan Kalkhof, Janina Müller-Deile, Peter A. van Veelen, Yassene Mohammed, Elke Hammer, Lis Arend, Klaudia Adamowicz, Tanja Laske, Anne Hartebrodt, Tobias Frisch, Chen Meng, Julian O. Matschinske, Julian Späth, Richard Röttger, Veit Schwämmle, Stefanie M. Hauck, Stefan Lichtenthaler, Axel Imhof, Matthias Mann, Christina Ludwig, Bernhard Küster, Jan Baumbach, Olga I. Zolotareva

CoRR, 2024

Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists.

Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti, David Schneeberger, Richard Röttger, Heimo Müller, Andreas Holzinger

Cogn. Syst. Res., 2024

2023

Privacy of Federated QR Decomposition Using Additive Secure Multiparty Computation.

Anne Hartebrodt, Richard Röttger

IEEE Trans. Inf. Forensics Secur., 2023

The Tower of Babel in Explainable Artificial Intelligence (XAI).

David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger

Proceedings of the Machine Learning and Knowledge Extraction, 2023

Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning.

Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer

Proceedings of the Machine Learning and Knowledge Extraction, 2023

A Comparison of Federated Aggregation Strategies and Architectures for Next-word Prediction.

Yana Sakhnovych, Richard Röttger, Rudolf Mayer

Proceedings of the IEEE International Conference on Big Data, 2023

2022

MS2AI: automated repurposing of public peptide LC-MS data for machine learning applications.

Tobias Greisager Rehfeldt, Konrad Krawczyk, Mathias Bøgebjerg, Veit Schwämmle, Richard Röttger

Bioinform., 2022

Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report.

Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kinli, Baris Özcan, Furkan Kiraç, Li Leyi, S. M. Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results.

Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

DRHDR: A Dual branch Residual Network for Multi-Bracket High Dynamic Range Imaging.

Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Enabling single-cell trajectory network enrichment.

Alexander G. B. Grønning, Mhaned Oubounyt, Kristiyan Kanev, Jesper Lund, Tim Kacprowski, Dietmar Zehn, Richard Röttger, Jan Baumbach

Nat. Comput. Sci., 2021

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.

Julian O. Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga I. Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus D. Bloice, Nina C. Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald H. H. W. Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach

CoRR, 2021

Federated Principal Component Analysis for Genome-Wide Association Studies.

Anne Hartebrodt, Reza Nasirigerdeh, David B. Blumenthal, Richard Röttger

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Privacy-preserving Artificial Intelligence Techniques in Biomedicine.

Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian O. Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach

CoRR, 2020

2017

LifeStyle-Specific-Islands (LiSSI): Integrated Bioinformatics Platform for Genomic Island Analysis.

Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Siomar de Castro Soares, Sebastian Böcker, Vasco Ariston de Carvalho Azevedo, Jan Baumbach

J. Integr. Bioinform., 2017

Efficient detection of differentially methylated regions using DiMmeR.

Diogo Almeida, Ida Skov, Artur Silva, Fabio Vandin, Qihua Tan, Richard Röttger, Jan Baumbach

Bioinform., 2017

On the power and limits of sequence similarity based clustering of proteins into families.

Christian Wiwie, Richard Röttger

Proceedings of the Biocomputing 2017: Proceedings of the Pacific Symposium, 2017

2016

Clustering of Biological Datasets in the Era of Big Data.

Richard Röttger

J. Integr. Bioinform., 2016

Jllumina - A comprehensive Java-based API for statistical Illumina Infinium HumanMethylation450 and MethylationEPIC data processing.

Diogo Almeida, Ida Skov, Jesper Lund, Afsaneh Mohammadnejad, Artur Silva, Fabio Vandin, Qihua Tan, Jan Baumbach, Richard Röttger

J. Integr. Bioinform., 2016

<i>In silico</i> identification of essential proteins in <i>Corynebacterium pseudotuberculosis</i> based on protein-protein interaction networks.

Edson Luiz Folador, Paulo Vinícius Sanches Daltro de Carvalho, Wanderson Marques Silva, Rafaela Salgado Ferreira, Artur Silva, M. Michael Gromiha, Preetam Ghosh, Debmalya Barh, Vasco Ariston de Carvalho Azevedo, Richard Röttger

BMC Syst. Biol., 2016

2014

Active transitivity clustering of large-scale biomedical datasets.

Richard Röttger

PhD thesis, 2014

BacillusRegNet: A transcriptional regulation database and analysis platform for Bacillus species.

Goksel Misirli, Jennifer Hallinan, Richard Röttger, Jan Baumbach, Anil Wipat

J. Integr. Bioinform., 2014

On the limits of computational functional genomics for bacterial lifestyle prediction.

Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Vasco Ariston de Carvalho Azevedo, Jan Baumbach

Proceedings of the German conference on bioinformatics 2014, September 28, 2014

2013

Density parameter estimation for finding clusters of homologous proteins - tracing actinobacterial pathogenicity lifestyles.

Richard Röttger, Prabhav Kalaghatgi, Peng Sun, Siomar de Castro Soares, Vasco Ariston de Carvalho Azevedo, Tobias Wittkop, Jan Baumbach

Bioinform., 2013

2012

How Little Do We Actually Know? On the Size of Gene Regulatory Networks.

Richard Röttger, Ulrich Rückert, Jan Taubert, Jan Baumbach

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

CoryneRegNet 6.0 - Updated database content, new analysis methods and novel features focusing on community demands.

Josch Pauling, Richard Röttger, Andreas Tauch, Vasco Ariston de Carvalho Azevedo, Jan Baumbach

Nucleic Acids Res., 2012

Online Transitivity Clustering of Biological Data with Missing Values.

Richard Röttger, Christoph Kreutzer, Thuy Duong Vu, Tobias Wittkop, Jan Baumbach

Proceedings of the German Conference on Bioinformatics 2012, 2012

2011

Extension and Robustness of Transitivity Clustering for Protein-Protein Interaction Network Analysis.

Tobias Wittkop, Sven Rahmann, Richard Röttger, Sebastian Böcker, Jan Baumbach

Internet Math., 2011