Research Output

Conference contribution

Community change and ecosystem functional complexity: A microcosm study of copper toxicity

Pratt, J. R. & Rosenberger, J. L., Dec 1 1993, ASTM Special Technical Publication. Gorsuch, J. W., Dwyer, J. F., Ingersoll, C. G. & La Point, T. W. (eds.). 1216 ed. Publ by ASTM, p. 88-102 15 p. (ASTM Special Technical Publication; no. 1216).

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

2 Scopus citations

Construction of dynamically-dependent stochastic error models

Clausen, P., Skaloud, J., Orso, S. & Guerrier, S., Jun 5 2018, 2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1336-1341 6 p. (2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings).

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

Content-based image retrieval - Approaches and trends of the new age

Datta, R., Li, J. & Wang, J., Nov 10 2005, MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc, p. 253-262 10 p. (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).

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

320 Scopus citations

Continuous-time regression models for longitudinal networks

Vu, D. Q., Asuncion, A. U., Hunter, D. R. & Smyth, P., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

41 Scopus citations

Defending Against Adversarial Samples Without Security through Obscurity

Guo, W., Wang, Q., Zhang, K., Ororbia, A. G., Huang, S., Liu, X., Giles, C. L., Lin, L. & Xing, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 137-146 10 p. 8594838. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Detecting interacting mutation clusters in HIV-1 drug resistance

Zhang, Y., May 27 2013, BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms. p. 34-43 10 p. (BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms).

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

Determining gains acquired from word embedding quantitatively using discrete distribution clustering

Ye, J., Li, Y., Wu, Z., Wang, J. Z., Li, W. & Li, J., Jan 1 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1847-1856 10 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

3 Scopus citations

Differentially private exponential random graphs

Karwa, V., Slavković, A. B. & Krivitsky, P., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Domingo-Ferrer, J. (ed.). Springer Verlag, p. 143-155 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8744).

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

18 Scopus citations

Differentially private graphical degree sequences and synthetic graphs

Karwa, V. & Slavkovic, A. B., 2012, Privacy in Statistical Databases - UNESCO Chair in Data Privacy, International Conference, PSD 2012, Proceedings. Vol. 7556 LNCS. p. 273-285 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7556 LNCS).

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

20 Scopus citations

Differential privacy for clinical trial data: Preliminary evaluations

Vu, D. & Slavkovic, A. B., Dec 1 2009, ICDM Workshops 2009 - IEEE International Conference on Data Mining. p. 138-143 6 p. 5360513. (ICDM Workshops 2009 - IEEE International Conference on Data Mining).

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

40 Scopus citations

Discovery of causal time intervals

Li, Z., Zheng, G., Agarwal, A., Xue, L. & Lauvaux, T., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 804-812 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

Open Access
4 Scopus citations

Dynamic egocentric models for citation networks

Vu, D. Q., Asuncion, A. U., Hunter, D. R. & Smyth, P., Oct 7 2011, Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 857-864 8 p. (Proceedings of the 28th International Conference on Machine Learning, ICML 2011).

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

33 Scopus citations

Estimation and clustering with infinite rankings

Meilǎ, M. & Bao, L., Dec 1 2008, Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008. p. 393-402 10 p. (Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008).

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

12 Scopus citations

Formal privacy for functional data with Gaussian perturbations

Mirshani, A., Reimherr, M. & Slavkovic, A., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 8082-8091 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Generalized clustering via kernel embeddings

Jegelka, S., Gretton, A., Schölkopf, B., Sriperumbudur, B. K. & Von Luxburg, U., Dec 1 2009, KI 2009: Advances in Artificial Intelligence - 32nd Annual German Conference on AI, Proceedings. p. 144-152 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5803 LNAI).

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

16 Scopus citations

Haphazard intentional allocation and rerandomization to improve covariate balance in experiments

Lauretto, M. S., Stern, R. B., Morgan, K. L., Clark, M. H. & Stern, J. M., Jun 9 2017, Bayesian Inference and Maximum Entropy Methods in Science and Engineering: Proceedings of the 36th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, MaxEnt 2016. Verdoolaege, G. (ed.). American Institute of Physics Inc., 050003. (AIP Conference Proceedings; vol. 1853).

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

1 Scopus citations

High-Dimensional Function-on-Scale Regression via the Alternating Direction Method of Multipliers

Fan, Z. & Reimherr, M., Oct 31 2016, Proceedings - 2016 3rd International Conference on Information Science and Control Engineering, ICISCE 2016. Li, S., Cheng, Y. & Dai, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 397-399 3 p. 7726190. (Proceedings - 2016 3rd International Conference on Information Science and Control Engineering, ICISCE 2016).

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

Hypothesis testing using pairwise distances and associated kernels

Sejdinovic, D., Gretton, A., Sriperumbudur, B. & Fukumizu, K., Oct 10 2012, Proceedings of the 29th International Conference on Machine Learning, ICML 2012. p. 1111-1118 8 p. (Proceedings of the 29th International Conference on Machine Learning, ICML 2012; vol. 2).

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

14 Scopus citations

Identifying emotions aroused from paintings

Lu, X., Sawant, N., Newman, M. G., Adams, R. B., Wang, J. Z. & Li, J., Jan 1 2016, Computer Vision - ECCV 2016 Workshops, Proceedings. Hua, G. & Jégou, H. (eds.). Springer Verlag, p. 48-63 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9913 LNCS).

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

IMAGINATION: A robust image-based CAPTCHA generation system

Datta, R., Li, J. & Wang, J., Dec 1 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 331-334 4 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

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

89 Scopus citations

Improved stochastic modelling of low-cost GNSS receivers positioning errors

Radi, A., Nassar, S., Khedr, M., El-Sheimy, N., Molinari, R. & Guerrier, S., Jun 5 2018, 2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 108-117 10 p. (2018 IEEE/ION Position, Location and Navigation Symposium, PLANS 2018 - Proceedings).

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

1 Scopus citations

Improving accuracy with multiple sensors: Study of redundant MEMS-IMU/GPS configurations

Guerrier, S., Dec 1 2009, 22nd International Technical Meeting of the Satellite Division of the Institute of Navigation 2009, ION GNSS 2009. p. 2565-2572 8 p. (22nd International Technical Meeting of the Satellite Division of the Institute of Navigation 2009, ION GNSS 2009; vol. 5).

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

27 Scopus citations

Improving modeling of MEMS-IMUs operating in GNSS-denied conditions

Stebler, Y., Guerrier, S., Skaloud, J. & Victoria-Feser, M. P., Dec 1 2011, 24th International Technical Meeting of the Satellite Division of the Institute of Navigation 2011, ION GNSS 2011. p. 2417-2426 10 p. (24th International Technical Meeting of the Satellite Division of the Institute of Navigation 2011, ION GNSS 2011; vol. 4).

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

5 Scopus citations

Kernel choice and classifiability for RKHS embeddings of probability distributions

Sriperumbudur, B. K., Fukumizu, K., Gretton, A., Lanckriet, G. R. G. & Schölkopf, B., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1750-1758 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

75 Scopus citations

Kernel mean estimation and stein effect

Muandet, K., Fukumizu, K., Sriperumbudur, B., Gretton, A. & Schölkopf, B., Jan 1 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 12-36 25 p. (31st International Conference on Machine Learning, ICML 2014; vol. 1).

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

9 Scopus citations

Learning in Hilbert vs. Banach spaces: A measure embedding viewpoint

Sriperumbudur, B. K., Fukumizu, K. & Lanckriet, G. R. G., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

13 Scopus citations

Learning the consensus on visual quality for next-generation image management

Datta, R., Li, J. & Wang, J. Z., Dec 1 2007, Proceedings of the Fifteenth ACM International Conference on Multimedia, MM'07. p. 533-536 4 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

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

36 Scopus citations

Locating visual storm signatures from satellite images

Zhang, Y., Wistar, S., Piedra-Fernandez, J. A., Li, J., Steinberg, M. A. & Wang, J. Z., Jan 1 2014, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Chang, W., Huan, J., Cercone, N., Pyne, S., Honavar, V., Lin, J., Hu, X. T., Aggarwal, C., Mobasher, B., Pei, J. & Nambiar, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 711-720 10 p. 7004295. (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

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

5 Scopus citations

Logistic regression with variables subject to post randomization method

Woo, Y. M. J. & Slavkovic, A. B., Oct 22 2012, Privacy in Statistical Databases - UNESCO Chair in Data Privacy, International Conference, PSD 2012, Proceedings. p. 116-130 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7556 LNCS).

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

3 Scopus citations

Metric embedding for kernel classification rules

Sriperumbudur, B. K., Lang, O. A. & Lanckriet, G. R. G., Jan 1 2008, Proceedings of the 25th International Conference on Machine Learning. Association for Computing Machinery (ACM), p. 1008-1015 8 p. (Proceedings of the 25th International Conference on Machine Learning).

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

4 Scopus citations

Mixture density estimation via hilbert space embedding of measures

Sriperumbudur, B. K., 2011, 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011. p. 1027-1030 4 p. 6033685

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

6 Scopus citations

Model checking for partial linear model with right censored response

Li, Q. & Guo, X., Dec 1 2012, 2012 IEEE 5th International Conference on Advanced Computational Intelligence, ICACI 2012. p. 1017-1020 4 p. 6463325. (2012 IEEE 5th International Conference on Advanced Computational Intelligence, ICACI 2012).

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

Modeling oncology gene pathways network with multiple genotypes and phenotypes via a copula method

Bao, L., Zhu, Z. & Ye, J., Jul 20 2009, 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2009 - Proceedings. p. 237-246 10 p. 4925734. (2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2009 - Proceedings).

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

1 Scopus citations

Modeling perspective effects in photographic composition

Zhou, Z., He, S., Li, J. & Wang, J. Z., Oct 13 2015, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 301-310 10 p. (MM 2015 - Proceedings of the 2015 ACM Multimedia Conference).

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

6 Scopus citations

Modeling the climate change effects on storm surge with metamodels

Contento, A., Xu, H., Gardoni, P. & Guerrier, S., 2019, Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018. Frangopol, D. M., Caspeele, R. & Taerwe, L. (eds.). CRC Press/Balkema, p. 1719-1726 8 p. (Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018).

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

Multiresolution object-of-interest detection for images with low depth of field

Li, J., Wang, J. Z., Gray, R. M. & Wiederhold, G., Dec 1 1999, Proceedings - International Conference on Image Analysis and Processing, ICIAP 1999. p. 32-37 6 p. 797567. (Proceedings - International Conference on Image Analysis and Processing, ICIAP 1999).

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

11 Scopus citations

Multi-wavelength data analysis of ONC X-ray sources

Hojnacki, S. M., Grosso, N., Micela, G., Richards, D., Schulz, N. & Huenemoerder, D., 2010, X-ray Astronomy-2009: Present Status, Multi-Wavelength Approach and Future Perspectives - Proceedings of the International Conference. p. 579-582 4 p. (AIP Conference Proceedings; vol. 1248).

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

New challenges in multimedia research for the increasingly connected and fast growing digital society

Li, J., Chang, S. F., Lesk, M., Lienhart, R., Luo, J. & Smeulders, A. W. M., Dec 1 2007, International Multimedia Conference, MM'07 - Proceedings of the 9th ACM SIG Multimedia International Workshop on Multimedia Information Retrieval, MIR'07. p. 3-10 8 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

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

9 Scopus citations

Non-parametric estimation of integral probability metrics

Sriperumbudur, B. K., Fukumizu, K., Gretton, A., Schölkopf, B. & Lanckriet, G. R. G., Aug 23 2010, 2010 IEEE International Symposium on Information Theory, ISIT 2010 - Proceedings. p. 1428-1432 5 p. 5513626. (IEEE International Symposium on Information Theory - Proceedings).

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

7 Scopus citations

Non-uniform speaker normalization using frequency-dependent scaling function

Sriperumbudur, B. K. & Umesh, S., Dec 1 2004, 2004 International Conference on Signal Processing and Communications, SPCOM. p. 305-309 5 p. (2004 International Conference on Signal Processing and Communications, SPCOM).

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

1 Scopus citations

On shape and the computability of emotions

Lu, X., Suryanarayan, P., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Dec 26 2012, MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. p. 229-238 10 p. (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia).

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

61 Scopus citations

On the convergence of the concave-convex procedure

Sriperumbudur, B. K. & Lanckriet, G. R. G., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1759-1767 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

241 Scopus citations

Optimal kernel choice for large-scale two-sample tests

Gretton, A., Sriperumbudur, B., Sejdinovic, D., Strathmann, H., Balakrishnan, S., Pontil, M. & Fukumizu, K., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 1205-1213 9 p. (Advances in Neural Information Processing Systems; vol. 2).

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

127 Scopus citations

Optimization methods for selecting founder individuals for captive breeding or reintroduction of endangered species

Miller, W., Wright, S. J., Zhang, Y., Schuster, S. C. & Hayes, V. M., Dec 1 2010, Pacific Symposium on Biocomputing 2010, PSB 2010. p. 43-53 11 p. (Pacific Symposium on Biocomputing 2010, PSB 2010).

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

11 Scopus citations

Panel discussion: The future of astrostatistics

Babu, G. J., Jan 1 2012, Statistical Challenges in Modern Astronomy V. Springer Science and Business Media, LLC, p. 449-465 17 p. (Lecture Notes in Statistics; vol. 209).

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

Panel discussion: The future of astrostatistics

Babu, G. J., 2013, Information Systems Development: Reflections, Challenges and New Directions. p. 449-465 17 p.

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

Parameter estimation of multi-dimensional hidden Markov models - A scalable approach

Joshi, D., Li, J. & Wang, J., Dec 1 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. p. 149-152 4 p. 1530350. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

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

1 Scopus citations

pMSE mechanism: Differentially private synthetic data with maximal distributional similarity

Snoke, J. & Slavković, A., 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. 138-159 22 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

2 Scopus citations

Privacy preserving GWAS data sharing

Fienberg, S. E., Slavković, A. & Uhler, C., 2011, Proceedings - 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011. p. 628-635 8 p. 6137439. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

33 Scopus citations

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