Publications of M Sugiyama

Llinares-López, F.; Grimm, D.; Bodenham, D.; Gieraths, U.; Sugiyama, M.; Rowan, B.; Borgwardt, K.: Genome-wide detection of intervals of genetic heterogeneity associated with complex traits. Bioinformatics 31 (12), pp. i240 - i249 (2015)

Azencott, C.-A.; Grimm, D.; Sugiyama, M.; Kawahara, Y.; Borgwardt, K.: Efficient network-guided multi-locus association mapping with graph cuts. Bioinformatics 29 (13), pp. 171 - 179 (2013)

Sugiyama, M.; Borgwardt, K.: Rapid Distance-Based Outlier Detection via Sampling. In: Advances in Neural Information Processing Systems 26, Vol. 1, pp. 467 - 475 (Eds. Burges, C.; Bottou, L.; Welling, M.; Ghahramani, Z.; Weinberger, K.). 27th Annual Conference on Neural Information Processing Systems (NIPS 2013), Lake Tahoe, NV, USA, December 05, 2013 - December 10, 2013. Curran, Red Hook, NY, USA (2014)

Sugiyama, M.; Azencott, C.-A.; Grimm, D.; Kawahara, Y.; Borgwardt, K.: Multi-Task Feature Selection on Multiple Networks via Maximum Flows. In: 2014 SIAM International Conference on Data Mining, pp. 199 - 207 (Ed. Zaki, M.). 2014 SIAM International Conference on Data Mining , Philadelphia, PA, USA, April 24, 2014 - April 26, 2014. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2014)

Sugiyama, M.; Borgwardt, K.: Measuring Statistical Dependence via the Mutual Information Dimension. In: Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI 2013 ), pp. 1692 - 1698 (Ed. Rossi, F.). Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI 2013 ), Beijing, China, August 03, 2013 - August 09, 2013. AAAI Press, Menlo Park, CA, USA (2013)

Grimm, D.; Bodenham, D.; Gieraths, U.; Sugiyama, M.; Rowan, B.; Borgwardt, K.: Genome-wide detection of intervals of genetic heterogeneity associated with complex traits. In 23rd Annual International Conference on Intelligent Systems for Molecular Biology, 14th European Conference on Computational Biology (ISMB ECCB 2015), TP021. 23rd Annual International Conference on Intelligent Systems for Molecular Biology, 14th European Conference on Computational Biology (ISMB ECCB 2015), Dublin, Ireland, July 10, 2015 - July 15, 2015. (2015)

Llinares-López, F.; Grimm, D.; Bodenham, D.; Gieraths, U.; Sugiyama, M.; Rowan, B.; Borgwardt, K.: Genome-wide detection of intervals of genetic heterogeneity associated with complex traits. In 14th Annual International Conference On Critical Assessment of Massive Data Analysis (CAMDA), pp. 57 - 58. 14th Annual International Conference On Critical Assessment of Massive Data Analysis (CAMDA 2015) at ISMB, Dublin, Ireland, July 10, 2015 - July 11, 2015. (2015)

Azencott, C.-A.; Grimm, D.; Sugiyama, M.; Kawahara, Y.; Borgwardt, K.: Efficient network-guided multi-locus association mapping with graph cuts. In MLSB13: Seventh Workshop on Machine Learning in Systems Biology, p. 31. Seventh Workshop on Machine Learning in Systems Biology (MLSB 2013) at the 21st Annual International Conference on Intelligent Systems in Molecular Biology (ISMB), Berlin, Germany, July 19, 2013 - July 20, 2013. (2013)