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Gert R. G. Lanckriet

◀ ▶ joint publications with Bharath K. Sriperumbudur

> Home > Persons > Gert R. G. Lanckriet

Publications

2012
[j19]
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  - journals/neco/SriperumbudurL12
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  - https://dblp.org/rec/journals/neco/SriperumbudurL12
Bharath K. Sriperumbudur, Gert R. G. Lanckriet:
A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory. Neural Comput. 24(6): 1391-1407 (2012)
2011
[j14]
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  - journals/jmlr/SriperumbudurFL11
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Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet:
Universality, Characteristic Kernels and RKHS Embedding of Measures. J. Mach. Learn. Res. 12: 2389-2410 (2011)
[j13]
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  - journals/ml/SriperumbudurTL11
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Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet:
A majorization-minimization approach to the sparse generalized eigenvalue problem. Mach. Learn. 85(1-2): 3-39 (2011)
[c39]
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  - conf/nips/SriperumbudurFL11
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Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet:
Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint. NIPS 2011: 1773-1781
2010
[j10]
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  - journals/jmlr/SriperumbudurGFSL10
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Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Bernhard Schölkopf, Gert R. G. Lanckriet:
Hilbert Space Embeddings and Metrics on Probability Measures. J. Mach. Learn. Res. 11: 1517-1561 (2010)
[c35]
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  - conf/isit/SriperumbudurFGSL10
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Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf, Gert R. G. Lanckriet:
Non-parametric estimation of integral probability metrics. ISIT 2010: 1428-1432
[c28]
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Bharath K. Sriperumbudur, Kenji Fukumizu, Gert R. G. Lanckriet:
On the relation between universality, characteristic kernels and RKHS embedding of measures. AISTATS 2010: 773-780
2009
[c22]
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  - conf/nips/SriperumbudurFGLS09
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Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Gert R. G. Lanckriet, Bernhard Schölkopf:
Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions. NIPS 2009: 1750-1758
[c21]
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  - conf/nips/SriperumbudurL09
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Bharath K. Sriperumbudur, Gert R. G. Lanckriet:
On the Convergence of the Concave-Convex Procedure. NIPS 2009: 1759-1767
[i2]
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  - journals/corr/abs-0901-2698
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Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf:
A note on integral probability metrics and $\phi$-divergences. CoRR abs/0901.2698 (2009)
2008
[c19]
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  - conf/colt/SriperumbudurGFLS08
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Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schölkopf:
Injective Hilbert Space Embeddings of Probability Measures. COLT 2008: 111-122
[c18]
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  - conf/icml/SriperumbudurLL08
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Bharath K. Sriperumbudur, Omer A. Lang, Gert R. G. Lanckriet:
Metric embedding for kernel classification rules. ICML 2008: 1008-1015
2007
[c13]
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  - conf/icml/SriperumbudurTL07
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Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet:
Sparse eigen methods by D.C. programming. ICML 2007: 831-838

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