Publications
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Journals | Conferences | Books/Book Chapters | Publications (non-peer-reviewed) | Theses
Journals
| Title: | Large-scale comparison of machine learning methods for drug target prediction on ChEMBL | |
| Author(s): | Andreas Mayr, Günter Klambauer, Thomas Unterthiner, Marvin Steijaert, Jörg K. Wegner, Hugo Ceulemans, Djork-Arné Clevert, Sepp Hochreiter | |
| Published: | Chem. Sci., 9:5441-5451, 2018 doi.org/10.1039/c8sc00148k |
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| Additional information: | http://www.bioinf.jku.at/research/lsc/index.html |
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| Dataset: | http://www.bioinf.jku.at/research/lsc/mydata.html |
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| Title: | Multivariate analytics of chromatographic data: Visual computing based on moving window factor models | |
| Author(s): | Valentin Steinwandter, Michal Šišmiš, Patrick Sagmeister, Ulrich Bodenhofer, Christoph Herwig | |
| Published: | J. Chromatogr. B., 1092:179-190, 2018 doi.org/10.1016/j.jchromb.2018.06.010 |
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| Title: | Defining objective clusters for rabies virus sequences using affinity propagation clustering | |
| Author(s): | Susanne Fischer, Conrad M. Freuling, Thomas Müller, Florian Pfaff, Ulrich Bodenhofer, Dirk Höper, Mareike Fischer, Denise A. Marston, Anthony R. Fooks, Thomas C. Mettenleiter, Franz J. Conraths, Timo Homeier-Bachmann | |
| Published: | PLoS Neglect. Trop. Dis., 12(1):e0006182, 2018 doi.org/10.1371/journal.pntd.0006182 |
Conferences
| Title: | First Order Generative Adversarial Networks | |
| Author(s): | Calvin Seward, Thomas Unterthiner, Urs Bergmann, Nikolay Jetchev, Sepp Hochreiter | |
| Published: | International Conference on Machine Learning, July 10-15, 2018, Stockholm, Sweden |
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| Title: | Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields | |
| Author(s): | Thomas Unterthiner, Bernhard Nessler, Calvin Seward, Günter Klambauer, Martin Heusel, Hubert Ramsauer, Sepp Hochreiter | |
| Published: | International Conference on Learning Representations, April 30 - May 03, 2018, Vancouver, Canada |
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| Title: | Making Sense of Very Rare and Private Single-Nucleotide Variants | |
| Author(s): | Ulrich Bodenhofer, Sepp Hochreiter | |
| Published: | MAQC Society Second Annual Meeting, February 24-27, 2018, Shanghai, China |
Books/Book Chapters
Publications (non-peer-reviewed)
| Title: | First Order Generative Adversarial Networks | |
| Author(s): | Calvin Seward, Thomas Unterthiner, Urs Bergmann, Nikolay Jetchev, Sepp Hochreiter | |
| Published: | arXiv.org, June 2018 |
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| Download: | arXiv:1802.04591 |
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| Title: | RUDDER: Return Decomposition for Delayed Rewards | |
| Author(s): | Jose A. Arjona-Medina, Michael Gillhofer, Michael Widrich, Thomas Unterthiner, Sepp Hochreiter | |
| Published: | arXiv.org, June 2018 | |
| Download: | arXiv:1806.07857 |
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| Video Demonstration: | videos |
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| Source code: | https://github.com/ml-jku/baselines-rudder |
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| Title: | Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields | |
| Author(s): | Thomas Unterthiner, Bernhard Nessler, Calvin Seward, Günter Klambauer, Martin Heusel, Hubert Ramsauer, Sepp Hochreiter | |
| Published: | arXiv.org, Jan 2018 |
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| Download: | arXiv:1708.08819 |
Theses
| Title: | Artificial Intelligence in drug design: generative adversarial network for molecules generation | |
| Published: | Master Thesis, 2018 | |
| Author(s): | Isaac Lazzeri |