Research Output

Filter
Conference article
2018

Differentially private uniformly most powerful tests for binomial data

Awan, J. & Slavković, A., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4208-4218 11 p.

Research output: Contribution to journalConference article

3 Scopus citations

Explaining deep learning models - A Bayesian non-parametric approach

Guo, W., Huang, S., Tao, Y., Xing, X. & Lin, L., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4514-4524 11 p.

Research output: Contribution to journalConference article

2 Scopus citations
2016

Accelerating stochastic composition optimization

Wang, M., Liu, J. & Fang, E. X., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1722-1730 9 p.

Research output: Contribution to journalConference article

13 Scopus citations

Convergence guarantees for kernel-based quadrature rules in misspecified settings

Kanagawa, M., Sriperumbudur, B. K. & Fukumizu, K., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 3296-3304 9 p.

Research output: Contribution to journalConference article

18 Scopus citations

Minimax estimation of maximum mean discrepancy with radial kernels

Tolstikhin, I., Sriperumbudur, B. K. & Schölkopf, B., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1938-1946 9 p.

Research output: Contribution to journalConference article

6 Scopus citations
2015

Optimal rates for random Fourier features

Sriperumbudur, B. K. & Szabo, Z., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 1144-1152 9 p.

Research output: Contribution to journalConference article

25 Scopus citations

Two-stage sampled learning theory on distributions

Szabó, Z., Gretton, A., Póczos, B. & Sriperumbudur, B. K., Jan 1 2015, In : Journal of Machine Learning Research. 38, p. 948-957 10 p.

Research output: Contribution to journalConference article

9 Scopus citations
2014

Kernel mean estimation via spectral filtering

Muandet, K., Sriperumbudur, B. K. & Schölkopf, B., Jan 1 2014, In : Advances in Neural Information Processing Systems. 1, January, p. 1-9 9 p.

Research output: Contribution to journalConference article

5 Scopus citations
2013

Statistical analysis of community response to low amplitude sonic boom noise

Hodgdon, K., Page, J., Gaugler, T., Phillips, D., Shumway, D. & Rosenberger, J., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 040046.

Research output: Contribution to journalConference article

2 Scopus citations

Ultrahigh dimensional feature screening via RKHS embeddings

Balasubramanian, K., Sriperumbudur, B. K. & Lebanon, G., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 126-134 9 p.

Research output: Contribution to journalConference article

7 Scopus citations
2012

Consistency and rates for clustering with DBSCAN

Sriperumbudur, B. K. & Steinwart, I., Jan 1 2012, In : Journal of Machine Learning Research. 22, p. 1090-1098 9 p.

Research output: Contribution to journalConference article

11 Scopus citations
2010

On the relation between universality, characteristic kernels and RKHS embedding of measures

Sriperumbudur, B. K., Fukumizu, K. & Lanckriet, G. R. G., Dec 1 2010, In : Journal of Machine Learning Research. 9, p. 773-780 8 p.

Research output: Contribution to journalConference article

16 Scopus citations
2005

Alignment of optical maps

Valouev, A., Li, L., Liu, Y. C., Schwartz, D. C., Yang, Y., Zhang, Y. & Waterman, M. S., Oct 17 2005, In : Lecture Notes in Bioinformatics (Subseries of Lecture Notes in Computer Science). 3500, p. 489-504 16 p.

Research output: Contribution to journalConference article

1 Scopus citations

Textural content in 3T MR: An image-based marker for Alzheimer's disease

Sriperumbudur, B. K., Mullick, R. & Patil, U., Aug 25 2005, In : Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 5747, II, p. 1366-1376 11 p., 156.

Research output: Contribution to journalConference article

3 Scopus citations
2004
3 Scopus citations
2003

Block-based conditional entropy coding for medical image compression

Bharath Kumar, S. V., Nagaraj, N., Mukhopadhyay, S. & Xu, X., Sep 15 2003, In : Proceedings of SPIE - The International Society for Optical Engineering. 5033, p. 375-381 7 p.

Research output: Contribution to journalConference article

3 Scopus citations
2002

Statistical methodology for massive datasets and model selection

Babu, G. J. & McDermott, J. P., Dec 1 2002, In : Proceedings of SPIE - The International Society for Optical Engineering. 4847, p. 228-237 10 p.

Research output: Contribution to journalConference article

2001

On Zador's entropy-constrained quantization theorem

Gray, R. M. & Li, J., Jan 1 2001, In : Data Compression Conference Proceedings. p. 3-12 10 p.

Research output: Contribution to journalConference article

5 Scopus citations
1999

Image classification by a two dimensional hidden Markov model

Li, J., Najmi, A. & Gray, R. M., Jan 1 1999, In : ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 6, p. 3313-3316 4 p.

Research output: Contribution to journalConference article

12 Scopus citations

Joint image compression and classification with vector quantization and a two dimensional hidden Markov model

Li, J., Gray, R. M. & Olshen, R., Jan 1 1999, In : Data Compression Conference Proceedings. p. 23-32 10 p.

Research output: Contribution to journalConference article

13 Scopus citations
1997

Multiresolution tree structured vector quantization

Li, J., Chaddha, N. & Gray, R. M., Jan 1 1997, In : Conference Record of the Asilomar Conference on Signals, Systems and Computers. 2, p. 922-925 4 p.

Research output: Contribution to journalConference article

1 Scopus citations
1986

ESTIMATION OF RELATIVE FISHING POWER OF DIFFERENT VESSELS.

Babu, G. J., Pennington, M. & Patil, G. P., Dec 1 1986, In : Oceans Conference Record (IEEE). p. 914-917 4 p.

Research output: Contribution to journalConference article