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1

Kernel Mean Embedding of Distributions: A Review and Beyond

Muandet, Krikamol, Fukumizu, Kenji, Sriperumbudur, Bharath, Schölkopf, Bernhard

Journal:

Foundations and Trends® in Machine Learning

Year:

2017

Language:

english

File:

PDF, 1.29 MB

english, 2017

2

Equivalence of distance-based and RKHS-based statistics in hypothesis testing

Sejdinovic, Dino, Sriperumbudur, Bharath, Gretton, Arthur, Fukumizu, Kenji

Journal:

The Annals of Statistics

Year:

2013

Language:

english

File:

PDF, 523 KB

english, 2013

3

A majorization-minimization approach to the sparse generalized eigenvalue problem

Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.24 MB

english, 2011

4

[IEEE 2011 IEEE International Symposium on Information Theory - ISIT - St. Petersburg, Russia (2011.07.31-2011.08.5)] 2011 IEEE International Symposium on Information Theory Proceedings - Mixture density estimation via Hilbert space embedding of measures

Sriperumbudur, Bharath K.

Year:

2011

Language:

english

File:

PDF, 214 KB

english, 2011

5

[IEEE 2010 IEEE International Symposium on Information Theory - ISIT - Austin, TX, USA (2010.06.13-2010.06.18)] 2010 IEEE International Symposium on Information Theory - Non-parametric estimation of integral probability metrics

Sriperumbudur, Bharath K., Fukumizu, Kenji, Gretton, Arthur, Scholkopf, Bernhard, Lanckriet, Gert R. G.

Year:

2010

Language:

english

File:

PDF, 214 KB

english, 2010

6

A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory

Sriperumbudur, Bharath K., Lanckriet, Gert R. G.

Journal:

Neural Computation

Year:

2012

Language:

english

File:

PDF, 165 KB

english, 2012

7

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Metric embedding for kernel classification rules

Sriperumbudur, Bharath K., Lang, Omer A., Lanckriet, Gert R. G.

Year:

2008

Language:

english

File:

PDF, 372 KB

english, 2008

8

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - Sparse eigen methods by D.C. programming

Sriperumbudur, Bharath K., Torres, David A., Lanckriet, Gert R. G.

Year:

2007

Language:

english

File:

PDF, 322 KB

english, 2007

9

DISCUSSION OF: BROWNIAN DISTANCE COVARIANCE

Arthur Gretton, Kenji Fukumizu and Bharath K. Sriperumbudur

Journal:

The Annals of Applied Statistics

Year:

2009

Language:

english

File:

PDF, 900 KB

english, 2009

10

SPIE Proceedings [SPIE Medical Imaging 2003 - San Diego, CA (Saturday 15 February 2003)] Medical Imaging 2003: PACS and Integrated Medical Information Systems: Design and Evaluation - Block-based conditional entropy coding for medical image compression

Bharath Kumar, Sriperumbudur V., Nagaraj, Nithin, Mukhopadhyay, Sudipta, Xu, Xiaofeng, Huang, H. K., Ratib, Osman M.

Year:

2003

Language:

english

File:

PDF, 136 KB

english, 2003

11

On the optimal estimation of probability measures in weak and strong topologies

Sriperumbudur, Bharath

Journal:

Year:

2016

Language:

english

File:

PDF, 532 KB

english, 2016

12

On the empirical estimation of integral probability metrics

Sriperumbudur, Bharath K., Fukumizu, Kenji, Gretton, Arthur, Schölkopf, Bernhard, Lanckriet, Gert R. G.

Journal:

Electronic Journal of Statistics

Year:

2012

Language:

english

File:

PDF, 600 KB

english, 2012

13

Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings

Kanagawa, Motonobu, Sriperumbudur, Bharath K., Fukumizu, Kenji

Journal:

Foundations of Computational Mathematics

Year:

2019

Language:

english

File:

PDF, 1.07 MB

english, 2019