Research Output per year
Research Output 1973 2020
2018
1
Citation
(Scopus)
Differentially private uniformly most powerful tests for binomial data
Awan, J. & Slavkovic, A. B., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4208-4218 11 p.Research output: Contribution to journal › Conference article
Random variables
Processing
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 journal › Conference article
Learning systems
Image recognition
Deep learning
Monitoring network data by considering the correlation of network feature statistics
Zhou, P., Lin, D. K. J., Niu, X. & He, Z., Jan 1 2018, In : Proceedings of International Conference on Computers and Industrial Engineering, CIE. 2018-DecemberResearch output: Contribution to journal › Conference article
Statistics
Monitoring
Electronic mail
Stars
Brain
2016
10
Citations
(Scopus)
Accelerating stochastic composition optimization
Wang, M., Liu, J. & Fang, X., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1722-1730 9 p.Research output: Contribution to journal › Conference article
Gradient methods
Chemical analysis
Reinforcement learning
Sampling
Experiments
12
Citations
(Scopus)
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 journal › Conference article
Hilbert spaces
Sobolev spaces
Learning systems
Statistics
1
Citation
(Scopus)
Future of High-Dimensional Data-Driven Exoplanet Science
Ford, E. B., Apr 6 2016, In : Journal of Physics: Conference Series. 699, 1, 012007.Research output: Contribution to journal › Conference article
extrasolar planets
stellar activity
planets
astrophysics
environmental control
2015
22
Citations
(Scopus)
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 journal › Conference article
Derivatives
Learning systems
Scalability
8
Citations
(Scopus)
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 journal › Conference article
Learning Theory
Hilbert spaces
Probability distributions
Regression
kernel
2014
5
Citations
(Scopus)
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 journal › Conference article
Supervised learning
Hilbert spaces
Probability distributions
2013
2
Citations
(Scopus)
Statistical analysis of community response to low amplitude sonic boom noise
Hodgdon, K. K., Page, J., Gaugler, T., Phillips, D., Shumway, D. L. & Rosenberger, J., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 040046.Research output: Contribution to journal › Conference article
sonic booms
statistical analysis
waveforms
ratings
boom
6
Citations
(Scopus)
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 journal › Conference article
Screening
Convex Relaxation
Lasso
Additive Models
Hilbert spaces
2012
7
Citations
(Scopus)
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 journal › Conference article
Clustering algorithms
Clustering
Learning Rate
Data-driven
Clustering Algorithm
2009
Cross-disciplinary research in astronomy
Feigelson, E., Jan 1 2009, In : Proceedings of Science. 99Research output: Contribution to journal › Conference article
astronomy
life science
astrophysics
religion
Earth science
2005
1
Citation
(Scopus)
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 journal › Conference article
Alignment
Likelihood Ratio
Scoring
Residual Plots
Error Model
Chandra Orion Ultra-deep Project: A search for 6.4 keV iron fluorescent line from young stellar objects
Tsujimoto, M., Feigelson, E., Grosso, N., Micela, G., Tsuboi, Y. & Favata, F., Aug 26 2005, In : European Space Agency, (Special Publication) ESA SP. 560 II, p. 1005-1008 4 p.Research output: Contribution to journal › Conference article
Iron
Infrared radiation
iron
X rays
near infrared
COUP sees PMS coronae rotate!
Flaccomio, E., Micela, G., Harnden, F. R., Sciortino, S., Wolk, S., Herbst, W., Favata, F. & Feigelson, E., Aug 29 2005, In : European Space Agency, (Special Publication) ESA SP. 560 I, p. 539-542 4 p.Research output: Contribution to journal › Conference article
coronas
Stars
corona
stars
Modulation
3
Citations
(Scopus)
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 journal › Conference article
Magnetic resonance
markers
hippocampus
magnetic resonance
Brain
X-rays, pre-main sequence stars and planet formation
Feigelson, E., Aug 29 2005, In : European Space Agency, (Special Publication) ESA SP. 560 I, p. 175-184 10 p.Research output: Contribution to journal › Conference article
pre-main sequence stars
Planets
Stars
planets
planet
2004
3
Citations
(Scopus)
Non-uniform speaker normalization using affine-transformation
Sriperumbudur, B. K., Umesh, S. & Sinha, R., Sep 28 2004, In : ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 1Research output: Contribution to journal › Conference article
Maximum likelihood
mathematical models
Mathematical models
shift
estimates
2003
3
Citations
(Scopus)
Block-based conditional entropy coding for medical image compression
Sriperumbudur, B. K., 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 journal › Conference article
Entropy Coding
Conditional Entropy
Image Compression
Medical Image
Image compression
3
Citations
(Scopus)
Chandra observations of M17, the Omega Nebula
Townsley, L. K., Broos, P. S., Chu, Y. H., Feigelson, E., Garmire, G., Getman, K. V. & Montmerle, T., Dec 1 2003, In : Revista Mexicana de Astronomia y Astrofisica: Serie de Conferencias. 15, p. 190-193 4 p.Research output: Contribution to journal › Conference article
nebulae
point sources
point source
x rays
O stars
2002
5
Citations
(Scopus)
Characterizing earth-like planets with terrestrial planet finder
Seager, S., Ford, E. B. & Turner, E. L., Dec 1 2002, In : Proceedings of SPIE - The International Society for Optical Engineering. 4835, p. 79-86 8 p.Research output: Contribution to journal › Conference article
terrestrial planets
Biomarkers
Planets
planets
Signature
10
Citations
(Scopus)
Soft x-ray emissions from planets, moons, and comets
Bhardwaj, A., Gladstone, G. R., Elsner, R. F., Waite, J. H., Grodent, D., Cravens, T. E., Howell, R. R., Metzger, A. E., Ostgaard, N., Manurellis, A. N., Johnson, R. E., Weisskopf, M. C., Majeed, T., Ford, P. G., Tennant, A. F., Clarke, J. T., Lewis, W. S., Hurley, K. C., Crary, F. J., Feigelson, E. & 5 others, , Oct 1 2002, In : European Space Agency, (Special Publication) ESA SP. 514, p. 215-226 12 p.Research output: Contribution to journal › Conference article
Moon
natural satellites
Planets
comets
comet
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 journal › Conference article
Observatories
Observatory
Model Selection
observatories
methodology
2001
5
Citations
(Scopus)
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 journal › Conference article
Vector quantization
Entropy
1999
12
Citations
(Scopus)
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 journal › Conference article
Image classification
Hidden Markov models
Viterbi algorithm
Speech recognition
Image segmentation
12
Citations
(Scopus)
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 journal › Conference article
Image classification
Vector quantization
Hidden Markov models
Image compression
1997
1
Citation
(Scopus)
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 journal › Conference article
Vector quantization
Image communication systems
Image quality
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 journal › Conference article
fishing
vessel
catch statistics
sampling
method