Publikationen von G Rätsch
Alle Typen
Zeitschriftenartikel (44)
41.
Zeitschriftenartikel
6, S. 2131 - 2152 (2005)
Efficient Margin Maximizing with Boosting. Journal of Machine Learning Research 42.
Zeitschriftenartikel
45 (2), S. 249 - 253 (2005)
Classifying "drug-likeness" with kernel-based learning methods. Journal of Chemical Information and Modeling 43.
Zeitschriftenartikel
2005 (2005)
Intelligente Algorithmen zur Analyse zellulärer Spleißmechanismen [Intelligent Algorithms for the Analysis of Cellular Splicing Mechanisms]. Jahrbuch der Max-Planck-Gesellschaft 44.
Zeitschriftenartikel
14 (10), S. 2397 - 2414 (2002)
A New Discriminative Kernel from Probabilistic Models. Neural computation Konferenzband (5)
45.
Konferenzband
NIPS 2011 Workshop Machine Learning in Computational Biology. NIPS 2011 Workshop Machine Learning in Computational Biology, Melia Sierra Nevada, Spain, 17. Dezember 2011. (2011)
46.
Konferenzband
8). NIPS Workshop on New Problems and Methods in Computational Biology 2006, Whistler, Canada, 08. Dezember 2006. (2007)
NIPS Workshop on New Problems and Methods in Computational Biology (BMC Bioinformatics, 47.
Konferenzband
Machine Learning in Computational Biology. NIPS 2007 Workshop: Machine Learning in Computational Biology (MLCB 2007), Whistler, Canada, 07. Dezember 2007 - 08. Dezember 2007. (2007)
48.
Konferenzband
7). NIPS Workshop on New Problems and Methods in Computational Biology 2004, Whistler, Canada, 08. Dezember 2004. (2006)
NIPS Workshop on New Problems and Methods in Computational Biology (BMC Bioinformatics, 49.
Konferenzband
3176). Machine Learning Summer School (MLSS 2003), Canberra, Australia, 02. Februar 2004 - 14. Februar 2004. Springer, Berlin, Germany (2004), 240 S.
Advanced Lectures on Machine Learning: ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 (Lecture Notes in Computer Science, Konferenzbeitrag (20)
50.
Konferenzbeitrag
Efficient Training of Graph-Regularized Multitask SVMs. In: Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, S. 633 - 647 (Hg. Flach, P.; De Bie, T.; Cristianini, N.). European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012), Bristol, UK, 24. September 2012 - 28. September 2012. Springer, Berlin, Germany (2012)
51.
Konferenzbeitrag
Multitask Learning in Computational Biology. In: ICML 2011 Unsupervised and Transfer Learning Workshop, S. 207 - 216 (Hg. Silver, D.; Guyon, I.; Taylor, G.; Dror, G.; Lemaire, V.). ICML 2011 Unsupervised and Transfer Learning Workshop, Bellevue, WA, USA, 02. Juli 2011. Curran, Red Hook, NY, USA (2012)
52.
Konferenzbeitrag
11 (Supplement 8), S7, (2010)
Exploiting physico-chemical properties in string kernels. NIPS Workshop on Machine Learning in Computational Biology (MLCB 2019), Whistler, BC, Canada, 10. Dezember 2009 - 11. Dezember 2009. BMC Bioinformatics 53.
Konferenzbeitrag
11 (Supplement 8), S5, (2010)
Inferring latent task structure for Multitask Learning by Multiple Kernel Learning. NIPS Workshop on Machine Learning in Computational Biology (MLCB 2019), Whistler, BC, Canada, 10. Dezember 2009 - 11. Dezember 2009. BMC Bioinformatics 54.
Konferenzbeitrag
Novel Machine Learning Methods for MHC Class I Binding Prediction. In: PRIB 2010: Pattern Recognition in Bioinformatics, S. 98 - 109 (Hg. Dijkstra, T.; Tsivtsivadze, E.; Marchiori, E.; Heskes, T.). 5th IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB 2010), Nijmegen, The Netherlands, 22. September 2010 - 24. September 2010. Springer, Berlin, Germany (2010)
55.
Konferenzbeitrag
Leveraging Sequence Classification by Taxonomy-Based Multitask Learning. In: RECOMB 2010: Research in Computational Molecular Biology, S. 522 - 534 (Hg. Berger, B.). 14th International Conference on Research in Computational Molecular Biology (RECOMB 2010), Lisboa, Portugal, 25. April 2010 - 28. April 2010. Springer, Berlin, Germany (2010)
56.
Konferenzbeitrag
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis. In: Advances in neural information processing systems 21, S. 1433 - 1440 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)
57.
Konferenzbeitrag
The Feature Importance Ranking Measure. In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II, S. 694 - 709 (Hg. Buntine, W.; Grobelnik, M.; Mladenić, D.; Shawe-Taylor, J.). 16th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009), Bled, Slovenia, 07. September 2009 - 11. September 2009. Springer, Berlin, Germany (2009)
58.
Konferenzbeitrag
Boosting Algorithms for Maximizing the Soft Margin. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 1264 - 1271 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)
59.
Konferenzbeitrag
24 (13), S. i6 - i14 (2008)
POIMs: positional oligomer importance matrices: understanding support vector machine-based signal detectors. 16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB 2008), Toronto, Canada, 19. Juli 2008 - 23. Juli 2008. Bioinformatics 60.
Konferenzbeitrag
Transcript normalization and segmentation of tiling array data. In: Pacific Symposium on Biocomputing (PSB 2008), S. 527 - 538. Pacific Symposium on Biocomputing (PSB 2008), Fairmont Orchid, HI, USA, 04. Januar 2008 - 08. Januar 2008. (2008)