Richard Röttger

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 26

Top Venues

CoRR

J. Integr. Bioinform.

Bioinform.

CD-MAKE

Saarland University (PHD)

Education History

Saarland University

PHD

Publications

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
Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt. CoRR (2024)
Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti, David Schneeberger, Richard Röttger, Heimo Müller, Andreas Holzinger
Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists. Cogn. Syst. Res. 86 (2024)
Anne Hartebrodt, Richard Röttger, David B. Blumenthal
Federated singular value decomposition for high-dimensional data. Data Min. Knowl. Discov. 38 (3) (2024)
David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger
The Tower of Babel in Explainable Artificial Intelligence (XAI). CD-MAKE (2023)
Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. CD-MAKE (2023)
Yana Sakhnovych, Richard Röttger, Rudolf Mayer
A Comparison of Federated Aggregation Strategies and Architectures for Next-word Prediction. BigData (2023)
Anne Hartebrodt, Richard Röttger
Privacy of Federated QR Decomposition Using Additive Secure Multiparty Computation. IEEE Trans. Inf. Forensics Secur. 18 (2023)
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, Fangya Li, Ruipeng Gang, Chenghua Li, Jinjing Li, Sai Ma, Chenming Liu, 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
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results. CVPR Workshops (2022)
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, Fangya Li, Ruipeng Gang, Chenghua Li, Jinjing Li, Sai Ma, Chenming Liu, 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
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results. CoRR (2022)
Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger
DRHDR: A Dual branch Residual Network for Multi-Bracket High Dynamic Range Imaging. CoRR (2022)
Anne Hartebrodt, Richard Röttger, David B. Blumenthal
Federated singular value decomposition for high dimensional data. CoRR (2022)
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
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report. CoRR (2022)
Anne Hartebrodt, Richard Röttger
Privacy of federated QR decomposition using additive secure multiparty computation. CoRR (2022)
Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger
DRHDR: A Dual branch Residual Network for Multi-Bracket High Dynamic Range Imaging. CVPR Workshops (2022)
Tobias Greisager Rehfeldt, Konrad Krawczyk, Mathias Bøgebjerg, Veit Schwämmle, Richard Röttger
MS2AI: automated repurposing of public peptide LC-MS data for machine learning applications. Bioinform. 38 (3) (2022)
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
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report. ECCV Workshops (3) (2022)
Alexander G. B. Grønning, Mhaned Oubounyt, Kristiyan Kanev, Jesper Lund, Tim Kacprowski, Dietmar Zehn, Richard Röttger, Jan Baumbach
Enabling single-cell trajectory network enrichment. Nat. Comput. Sci. 1 (2) (2021)
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
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond. CoRR (2021)
Anne Hartebrodt, Reza Nasirigerdeh, David B. Blumenthal, Richard Röttger
Federated Principal Component Analysis for Genome-Wide Association Studies. ICDM (2021)
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
Privacy-preserving Artificial Intelligence Techniques in Biomedicine. CoRR (2020)
Diogo Almeida, Ida Skov, Artur Silva, Fabio Vandin, Qihua Tan, Richard Röttger, Jan Baumbach
Efficient detection of differentially methylated regions using DiMmeR. Bioinform. 33 (4) (2017)
Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Siomar de Castro Soares, Sebastian Böcker, Vasco Azevedo, Jan Baumbach
LifeStyle-Specific-Islands (LiSSI): Integrated Bioinformatics Platform for Genomic Island Analysis. J. Integr. Bioinform. 14 (2) (2017)
Christian Wiwie, Richard Röttger
On the power and limits of sequence similarity based clustering of proteins into families. PSB (2017)
Richard Röttger
Clustering of Biological Datasets in the Era of Big Data. J. Integr. Bioinform. 13 (1) (2016)
Diogo Almeida, Ida Skov, Jesper Lund, Afsaneh Mohammadnejad, Artur Silva, Fabio Vandin, Qihua Tan, Jan Baumbach, Richard Röttger
Jllumina - A comprehensive Java-based API for statistical Illumina Infinium HumanMethylation450 and MethylationEPIC data processing. J. Integr. Bioinform. 13 (4) (2016)
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 Azevedo, Richard Röttger
based on protein-protein interaction networks. BMC Syst. Biol. 10 (2016)
Eudes Barbosa, Richard Röttger, Anne-Christin Hauschild, Vasco Azevedo, Jan Baumbach
On the limits of computational functional genomics for bacterial lifestyle prediction. GCB (2014)
Goksel Misirli, Jennifer Hallinan, Richard Röttger, Jan Baumbach, Anil Wipat
BacillusRegNet: A transcriptional regulation database and analysis platform for Bacillus species. J. Integr. Bioinform. 11 (2) (2014)
Richard Röttger, Prabhav Kalaghatgi, Peng Sun, Siomar de Castro Soares, Vasco Azevedo, Tobias Wittkop, Jan Baumbach
Density parameter estimation for finding clusters of homologous proteins - tracing actinobacterial pathogenicity lifestyles. Bioinform. 29 (2) (2013)
Richard Röttger, Ulrich Rückert, Jan Taubert, Jan Baumbach
How Little Do We Actually Know? On the Size of Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (5) (2012)
Richard Röttger, Christoph Kreutzer, Thuy Duong Vu, Tobias Wittkop, Jan Baumbach
Online Transitivity Clustering of Biological Data with Missing Values. GCB (2012)
Josch Pauling, Richard Röttger, Andreas Tauch, Vasco Azevedo, Jan Baumbach
CoryneRegNet 6.0 - Updated database content, new analysis methods and novel features focusing on community demands. Nucleic Acids Res. 40 (Database-Issue) (2012)
Tobias Wittkop, Sven Rahmann, Richard Röttger, Sebastian Böcker, Jan Baumbach
Extension and Robustness of Transitivity Clustering for Protein-Protein Interaction Network Analysis. Internet Math. 7 (4) (2011)

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Publication Activity (10 Years)

Top Topics

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Richard Röttger