Research Output

Conference contribution

Quest for relevant tags using local interaction networks and visual content

Sawant, N., Datta, R., Li, J. & Wang, J. Z., 2010, MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval. p. 231-240 10 p. (MIR 2010 - Proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

19 Scopus citations

Real-time computerized annotation of pictures

Li, J. & Wang, J. Z., Dec 1 2006, Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006. p. 911-920 10 p. (Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

139 Scopus citations

Reconstructing the evolutionary history of complex human gene clusters

Zhang, Y., Song, G., Vinař, T., Green, E. D., Siepel, A. & Miller, W., Jul 21 2008, Research in Computational Molecular Biology - 12th Annual International Conference, RECOMB 2008, Proceedings. p. 29-49 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4955 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Redundant MEMS-IMU integrated with GPS for performance assessment in sports

Waegli, A., Guerrier, S. & Skaloud, J., Nov 10 2008, 2008 IEEE/ION Position, Location and Navigation Symposium, PLANS. p. 1260-1268 9 p. 4570079. (Record - IEEE PLANS, Position Location and Navigation Symposium).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

50 Scopus citations

Rootstock-regulated gene expression profiling in apple trees reveals genes whose expression levels are associated with fire blight resistance

Jensen, P. J., McNellis, T. W., Altman, N., Maximova, S. N., Crassweller, R. M., Halbrendt, N., Travis, J. W., Praul, C. A. & Makalowska, I., Aug 1 2011, IX International Symposium on Integrating Canopy, Rootstock and Environmental Physiology in Orchard Systems. International Society for Horticultural Science, p. 87-93 7 p. (Acta Horticulturae; vol. 903).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Scaling up discrete distribution clustering using ADMM

Ye, J. & Li, J., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 5267-5271 5 p. 7026066. (2014 IEEE International Conference on Image Processing, ICIP 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Secure logistic regression of horizontally and vertically partitioned distributed databases

Slavkovic, A. B., Nardi, Y. & Tibbits, M. M., Dec 1 2007, ICDM Workshops 2007 - Proceedings of the 17th IEEE International Conference on Data Mining Workshops. p. 723-728 6 p. 4476748. (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

SIMPLIcity: Semantics-sensitive integrated matching for picture libraries?

Wang, J. Z., Li, J. & Wiederholdy, G., Jan 1 2000, Advances in Visual Information Systems - 4th International Conference, VISUAL 2000, Proceedings. Laurini, R. (ed.). Springer Verlag, p. 360-371 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1929).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Scopus citations

Simultaneous classification and feature clustering using discriminant vector quantization with applications to microarray data analysis

Li, J. & Zha, H., Jan 1 2002, Proceedings - IEEE Computer Society Bioinformatics Conference, CSB 2002. Institute of Electrical and Electronics Engineers Inc., p. 246-255 10 p. 1039347. (Proceedings - IEEE Computer Society Bioinformatics Conference, CSB 2002).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Simultaneous history reconstruction for complex gene clusters in multiple species

Zhang, Y., Song, G., Hsu, C. H. & Miller, W., Dec 1 2009, Pacific Symposium on Biocomputing 2009, PSB 2009. p. 162-173 12 p. (Pacific Symposium on Biocomputing 2009, PSB 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Stochastic modeling of volume images with a 3-D hidden Markov model

Li, J., Joshi, D. & Wang, J., Dec 1 2004, 2004 International Conference on Image Processing, ICIP 2004. p. 2359-2362 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Studying aesthetics in photographic images using a computational approach

Datta, R., Joshi, D., Li, J. & Wang, J. Z., Jul 17 2006, Computer Vision - ECCV 2006, 9th European Conference on Computer Vision, Proceedings. p. 288-301 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3953 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

551 Scopus citations

Study of MEMS-based inertial sensors operating in dynamic conditions

Stebler, Y., Guerrier, S., Skaloud, J., Molinari, R. & Victoria-Feser, M. P., Jan 1 2014, Proceedings of the 2014 IEEE/ION Position, Location and Navigation Symposium, PLANS 2014. Institute of Electrical and Electronics Engineers Inc., p. 1227-1231 5 p. 6851497. (Record - IEEE PLANS, Position Location and Navigation Symposium).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Study of non-linear frequency warping functions for speaker normalization

Sriperumbudur, B. K., Umesh, S. & Sinha, R., Dec 1 2006, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. 1660253. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Supporting content and process common ground in computer-supported teamwork

Convertino, G., Mentis, H. M., Rosson, M. B., Slavkovic, A. & Carroll, J. M., Dec 1 2009, CHI 2009: Digital Life New World - Proceedings of the 27th International Conference on Human Factors in Computing Systems. p. 2339-2348 10 p. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

36 Scopus citations

Synthetic data via quantile regression for heavy-tailed and heteroskedastic data

Pistner, M., Slavković, A. & Vilhuber, L., Jan 1 2018, Privacy in Statistical Databases - UNESCO Chair in Data Privacy, International Conference, PSD 2018, Proceedings. Montes, F. & Domingo-Ferrer, J. (eds.). Springer Verlag, p. 92-108 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11126 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tagging over time: Real-world image annotation by lightweight meta-learning

Datta, R., Joshi, D., Li, J. & Wang, J., Dec 1 2007, Proceedings of the Fifteenth ACM International Conference on Multimedia, MM'07. p. 393-402 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

The story picturing engine: Finding elite images to illustrate a story using mutual reinforcement

Joshi, D., Wang, J. Z. & Li, J., Dec 1 2004, MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval. p. 119-126 8 p. (MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

28 Scopus citations

Topics in nonparametric statistics: Proceedings of the first conference of the international society for nonparametric statistics

Akritas, M. G., Lahiri, S. N. & Politis, D. N., Jan 1 2014, Topics in Nonparametric Statistics - Proceedings of the 1st Conference of the International Society for Nonparametric Statistics. Politis, D. N., Akritas, M. G. & Lahiri, S. N. (eds.). Springer New York LLC, (Springer Proceedings in Mathematics and Statistics; vol. 74).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Toward bridging the annotation-retrieval gap in image search by a generative modeling approach

Datta, R., Ge, W., Li, J. & Wang, J. Z., Dec 1 2006, Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006. p. 977-986 10 p. (Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

31 Scopus citations

Two-scale image retrieval with significant meta-information feedback

Li, J., Dec 1 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 499-502 4 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Uniform design in computer and physical experiments

Fang, K. T. & Lin, D. K. J., 2008, The Grammar of Technology Development. Kluwer Academic Publishers, p. 105-125 21 p. (The Grammar of Technology Development).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using a large projection screen as an alternative to head-mounted displays for virtual environments

Patrick, E., Cosgrove, D., Slavkovic, A., Rode, J. A., Verratti, T. & Chiselko, G., 2000, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI'00. p. 478-485 8 p. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

74 Scopus citations

Valid statistical analysis for logistic regression with multiple sources

Fienberg, S. E., Nardi, Y. & Slavković, A. B., Dec 1 2009, Protecting Persons While Protecting the People - Second Annual Workshop on Information Privacy and National Security, ISIPS 2008, Revised Selected Papers. p. 82-94 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5661 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Volatility of market prices: Are heterogenous expectations a factor?

Weaver, RD. & Zhang, Y., 1999, AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS. Vol. 81. p. 1319-1319 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Whole-genome analysis of gene conversion events

Hsu, C. H., Zhang, Y., Hardison, R. C. & Miller, W., Dec 1 2009, Comparative Genomics - International Workshop, RECOMB-CG 2009, Proceedings. p. 181-192 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5817 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

“Secure” Log-Linear and logistic regression analysis of distributed databases

Fienberg, S. E., Fulp, W. J., Slavkovic, A. B. & Wrobel, T. A., 2006, Privacy in Statistical Databases - CENEX-SDC Project International Conference, PSD 2006, Proceedings. Domingo-Ferrer, J. & Franconi, L. (eds.). Springer Verlag, p. 277-290 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4302).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Scopus citations
Conference article

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

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

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

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

12 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

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

ESTIMATION OF RELATIVE FISHING POWER OF DIFFERENT VESSELS.

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

Research output: Contribution to journalConference article

Explaining deep learning models - A Bayesian non-parametric approach

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

Research output: Contribution to journalConference article

3 Scopus citations

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

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

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

8 Scopus citations

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
3 Scopus citations

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

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

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

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

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

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

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

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