Statistik und Maschinelles Lernen
Dr. Sach Mukherjee
Gruppenleiter
Sigmund-Freud-Str. 27
53127 Bonn

sach.mukherjee@dzne.de
 +49 228 43302-853

Publikationsliste

Die vollständige Publikationsliste findet man hier.

Steven M. Hill, Nicole K. Nesser, Katie Johnson-Camacho, Mara Jeffress, Aimee Johnson, Chris Boniface, Simon E.F. Spencer, Yiling Lu, Laura M. Heiser, Yancey Lawrence, Nupur T. Pande, James E. Korkola, Joe W. Gray, Gordon B. Mills, Sach Mukherjee, Paul T. Spellman. Context Specificity in Causal Signaling Networks Revealed by Phosphoprotein Profiling. Cell Systems. 2017 Jan 24; 4:73-83.e10. doi: 10.1016/j.cels.2016.11.013
Städler N and Mukherjee S. Two-sample testing in high dimensions. J. R. Stat. Soc. Series B. 2017 Jan 01; 79 doi: 10.1111/rssb.12173
Steven M. Hill, Laura M. Heiser, Thomas Cokelaer, Michael Linger, Nicole K. Nesser, Daniel E. Carlin, Yang Zhang, Artem Sokolov, Evan O. Paull, Chris K. Wong, Kiley Graim, Adrian Bivol, Haizhou Wang, Fan Zhu, Bahman Afsari, Ludmila V. Danilova, Alexander V. Favorov, Wai Shing Lee, Dane Taylor, Chenyue W. Hu, Byron L. Long, David P. Noren, Alexander J. Bisberg, Gordon B. Mills, Joe W. Gray, Michael Kellen, Thea Norman, Stephen Friend, Amina A. Qutub, Elana J. Fertig, Yuanfang Guan, Mingzhou Song, Joshua M. Stuart, Paul T. Spellman, Heinz Koeppl, Gustavo Stolovitzky, Julio Saez-Rodriguez, Sach Mukherjee, Rami Al-Ouran, Bernat Anton, Tomasz Arodz, Omid Askari Sichani, Neda Bagheri, Noah Berlow, Anwesha Bohler, Jaume Bonet, Richard Bonneau, Gungor Budak, Razvan Bunescu, Mehmet Caglar, Binghuang Cai, Chunhui Cai, Azzurra Carlon, Lujia Chen, Mark F. Ciaccio, Gregory Cooper, Susan Coort, Chad J. Creighton, Seyed-Mohammad-Hadi Daneshmand, Alberto De La Fuente, Barbara Di Camillo, Joyeeta Dutta-Moscato, Kevin Emmett, Chris Evelo, Mohammad-Kasim H. Fassia, Francesca Finotello, Justin D. Finkle, Xi Gao, Jean Gao, Samik Ghosh, Alberto Giaretta, Ruth Großeholz, Justin Guinney, Christoph Hafemeister, Oliver Hahn, Saad Haider, Takeshi Hase, Jay Hodgson, Bruce Hoff, Chih Hao Hsu, Ying Hu, Xun Huang, Mahdi Jalili, Xia Jiang, Tim Kacprowski, Lars Kaderali, Mingon Kang, Venkateshan Kannan, Kaito Kikuchi, Dong-Chul Kim, Hiroaki Kitano, Bettina Knapp, George Komatsoulis, Andreas Krämer, Miron Bartosz Kursa, Martina Kutmon, Yichao Li, Xiaoyu Liang, Zhaoqi Liu, Yu Liu, Songjian Lu, Xinghua Lu, Marco Manfrini, Marta R. A. Matos, Daoud Meerzaman, Wenwen Min, Christian Lorenz Müller, Richard E. Neapolitan, Baldo Oliva, Stephen Obol Opiyo, Ranadip Pal, Aljoscha Palinkas, Joan Planas-Iglesias, Daniel Poglayen, Francesco Sambo, Tiziana Sanavia, Ali Sharifi-Zarchi, Janusz Slawek, Adam Streck, Sonja Strunz, Jesper Tegnér, Kirste Thobe, Gianna Maria Toffolo, Emanuele Trifoglio, Michael Unger, Qian Wan, Lonnie Welch, Jia J. Wu, Albert Y. Xue, Ryota Yamanaka, Chunhua Yan, Sakellarios Zairis, Michael Zengerling, Hector Zenil, Zhike Zi. Inferring causal molecular networks: Empirical assessment through a community-based effort. Nature Methods. 2016 Mar 29; 13:310-322. doi: 10.1038/nmeth.3773
Robert J. B. Goudie, Sach Mukherjee. A Gibbs sampler for learning DAGs. Journal of Machine Learning Research. 2016 Mar 31; 17
Oates CJ, Dondelinger F, Bayani N, Korkola J, Gray JW and Mukherjee S. Causal network inference using biochemical kinetics. Bioinformatics. 2014 Sep 01; 30:i468-74. doi: 10.1093/bioinformatics/btu452

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