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Karsten M. Borgwardt

◀ ▶ joint publications with Felipe Llinares-López

> Home > Persons > Karsten M. Borgwardt

Publications

2020
[j34]
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  - journals/ftml/BorgwardtGLOR20
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Karsten M. Borgwardt, M. Elisabetta Ghisu, Felipe Llinares-López, Leslie O'Bray, Bastian Rieck:
Graph Kernels: State-of-the-Art and Future Challenges. Found. Trends Mach. Learn. 13(5-6) (2020)
[i17]
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  - journals/corr/abs-2011-03854
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Karsten M. Borgwardt, M. Elisabetta Ghisu, Felipe Llinares-López, Leslie O'Bray, Bastian Rieck:
Graph Kernels: State-of-the-Art and Future Challenges. CoRR abs/2011.03854 (2020)
2019
[j31]
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  - journals/bioinformatics/Llinares-LopezP19
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Felipe Llinares-López, Laetitia Papaxanthos, Damian Roqueiro, Dean A. Bodenham, Karsten M. Borgwardt:
CASMAP: detection of statistically significant combinations of SNPs in association mapping. Bioinform. 35(15): 2680-2682 (2019)
[c43]
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  - conf/nips/TogninalliGLRB19
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Matteo Togninalli, M. Elisabetta Ghisu, Felipe Llinares-López, Bastian Rieck, Karsten M. Borgwardt:
Wasserstein Weisfeiler-Lehman Graph Kernels. NeurIPS 2019: 6436-6446
[i13]
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  - journals/corr/abs-1906-01277
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Matteo Togninalli, M. Elisabetta Ghisu, Felipe Llinares-López, Bastian Rieck, Karsten M. Borgwardt:
Wasserstein Weisfeiler-Lehman Graph Kernels. CoRR abs/1906.01277 (2019)
2018
[j28]
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  - journals/bioinformatics/SugiyamaGLB18
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Mahito Sugiyama, M. Elisabetta Ghisu, Felipe Llinares-López, Karsten M. Borgwardt:
graphkernels: R and Python packages for graph comparison. Bioinform. 34(3): 530-532 (2018)
2017
[j22]
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  - journals/bioinformatics/Llinares-LopezP17
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Felipe Llinares-López, Laetitia Papaxanthos, Dean A. Bodenham, Damian Roqueiro, COPDGene Investigators, Karsten M. Borgwardt:
Genome-wide genetic heterogeneity discovery with categorical covariates. Bioinform. 33(12): 1820-1828 (2017)
2016
[c40]
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  - conf/nips/PapaxanthosLBB16
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Laetitia Papaxanthos, Felipe Llinares-López, Dean A. Bodenham, Karsten M. Borgwardt:
Finding significant combinations of features in the presence of categorical covariates. NIPS 2016: 2271-2279
2015
[j20]
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  - journals/bioinformatics/Llinares-LopezG15
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Felipe Llinares-López, Dominik G. Grimm, Dean A. Bodenham, Udo Gieraths, Mahito Sugiyama, Beth Rowan, Karsten M. Borgwardt:
Genome-wide detection of intervals of genetic heterogeneity associated with complex traits. Bioinform. 31(12): 240-249 (2015)
[c39]
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  - conf/kdd/Llinares-LopezS15
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Felipe Llinares-López, Mahito Sugiyama, Laetitia Papaxanthos, Karsten M. Borgwardt:
Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing. KDD 2015: 725-734
[c37]
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  - conf/sdm/SugiyamaLKB15
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Mahito Sugiyama, Felipe Llinares-López, Niklas Kasenburg, Karsten M. Borgwardt:
Significant Subgraph Mining with Multiple Testing Correction. SDM 2015: 37-45
[i9]
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  - journals/corr/Llinares-LopezP15
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Felipe Llinares-López, Laetitia Papaxanthos, Dean A. Bodenham, Karsten M. Borgwardt:
Searching for significant patterns in stratified data. CoRR abs/1508.05803 (2015)
2014
[i8]
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  - journals/corr/SugiyamaLKB14
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Mahito Sugiyama, Felipe Llinares-López, Niklas Kasenburg, Karsten M. Borgwardt:
Significant Subgraph Mining with Multiple Testing Correction. CoRR abs/1407.0316 (2014)
[i7]
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  - journals/corr/LlinaresSB14
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Felipe Llinares, Mahito Sugiyama, Karsten M. Borgwardt:
Identifying Higher-order Combinations of Binary Features. CoRR abs/1407.1176 (2014)

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