Research Output 1973 2020

Filter
Conference article
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 journalConference 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 journalConference article

Learning systems
Image recognition
Deep learning
Statistics
Monitoring
Electronic mail
Stars
Brain
2016
11 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 journalConference article

Gradient methods
Chemical analysis
Reinforcement learning
Sampling
Experiments
14 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 journalConference 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 journalConference 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 journalConference article

Derivatives
Learning systems
Scalability
9 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 journalConference 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 journalConference article

Supervised learning
Hilbert spaces
Probability distributions
2013
1 Citation (Scopus)

Measuring potassium in exoplanet atmospheres with the osiris tunable filter

Colón, K. D., Deeg, H. J., Ford, E. B., Redfield, S., Fortney, J. J., Shabram, M. & Mahadevan, S., Jun 3 2013, In : Revista Mexicana de Astronomia y Astrofisica: Serie de Conferencias. 42, p. 1-2 2 p.

Research output: Contribution to journalConference article

tunable filters
extrasolar planets
transit
potassium
OSIRIS
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. L., Jun 19 2013, In : Proceedings of Meetings on Acoustics. 19, 040046.

Research output: Contribution to journalConference 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 journalConference 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 journalConference article

Clustering algorithms
Clustering
Learning Rate
Data-driven
Clustering Algorithm
2010
13 Citations (Scopus)

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

Reproducing Kernel Hilbert Space
Hilbert spaces
Universality
kernel
Borel Measure
2009

Cross-disciplinary research in astronomy

Feigelson, E., Jan 1 2009, In : Proceedings of Science. 99

Research output: Contribution to journalConference 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 journalConference 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. D., 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 journalConference 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 journalConference article

coronas
Stars
corona
stars
Modulation

Splinter session: Magnetic activity of young stars

Favata, F. & Feigelson, E., Aug 29 2005, In : European Space Agency, (Special Publication) ESA SP. 560 I, p. 163-168 6 p.

Research output: Contribution to journalConference article

Stars
stars
X rays
x rays
Magnetic fields
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 journalConference 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 journalConference article

pre-main sequence stars
Planets
Stars
planets
planet
2004
3 Citations (Scopus)
Maximum likelihood
mathematical models
Mathematical models
shift
estimates
2003
3 Citations (Scopus)

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

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 journalConference 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 journalConference 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, Garmire, G. P., Young, D. T., Dougherty, M. K., Espinosa, S. A. & Jahn, J. M., Oct 1 2002, In : European Space Agency, (Special Publication) ESA SP. 514, p. 215-226 12 p.

Research output: Contribution to journalConference 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 journalConference 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 journalConference 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 journalConference article

Image classification
Hidden Markov models
Viterbi algorithm
Speech recognition
Image segmentation
13 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 journalConference 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 journalConference 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 journalConference article

fishing
vessel
catch statistics
sampling
method