Publikationen von S Sra
Alle Typen
Zeitschriftenartikel (10)
1.
Zeitschriftenartikel
101, S. 29 - 43 (2016)
Statistical inference with the Elliptical Gamma Distribution. Computational Statistics & Data Analysis 2.
Zeitschriftenartikel
101, S. 29 - 43 (2016)
Inference and mixture modeling with the Elliptical Gamma Distribution. Computational Statistics Data Analysis 3.
Zeitschriftenartikel
35 (9), S. 2161 - 2174 (2013)
Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices. IEEE Transactions on Pattern Analysis and Machine Intelligence 4.
Zeitschriftenartikel
35 (9), S. 2161 - 2174 (2012)
Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices. IEEE Transactions on Pattern Analysis and Machine Intelligence 5.
Zeitschriftenartikel
27 (1), S. 177 - 190 (2012)
A short note on parameter approximation for von Mises-Fisher distributions: and a fast implementation of Is(x). Computational Statistics 6.
Zeitschriftenartikel
531 (A9), S. 1 - 11 (2011)
Online Multi-frame Blind Deconvolution with Super-resolution and Saturation Correction. Astronomy & Astrophysics 7.
Zeitschriftenartikel
32 (6), S. 3548 - 3563 (2010)
Tackling Box-Constrained Optimization via a New Projected Quasi-Newton Approach. SIAM Journal on Scientific Computing 8.
Zeitschriftenartikel
30 (1), S. 375 - 396 (2008)
The Metric Nearness Problem. SIAM journal on matrix analysis and applications 9.
Zeitschriftenartikel
1 (1), S. 38 - 51 (2008)
Fast Projection-based Methods for the Least Squares Nonnegative Matrix Approximation Problem. Statistical Analysis and Data Mining 10.
Zeitschriftenartikel
6, S. 1345 - 1382 (2005)
Clustering on the Unit Hypersphere using von Mises-Fisher Distributions. The Journal of Machine Learning Research Buch (1)
11.
Buch
Optimization for Machine Learning. MIT Press, Cambridge, MA, USA (2011), 494 S.
Buchkapitel (3)
12.
Buchkapitel
Sra, S.; Nowozin, S.; Wright, S.). MIT Press, Cambridge, MA, USA (2011)
Projected Newton-type methods in machine learning. In: Optimization for Machine Learning, S. 305 - 330 (Hg. 13.
Buchkapitel
Sra, S.; Nowozin, S.; Wright, S.). MIT Press, Cambridge, MA, USA (2011)
Introduction: Optimization and Machine Learning. In: Optimization for Machine Learning, S. 1 - 17 (Hg. 14.
Buchkapitel
Text Clustering with Mixture of von Mises-Fisher Distributions. In: Text mining: classification, clustering, and applications, 6, S. 121 - 154 (Hg. Srivastava, A.; Sahami, M.). CRC Press, Boca Raton, FL, USA (2009)
Konferenzbeitrag (19)
15.
Konferenzbeitrag
Data modeling with the elliptical gamma distribution. In: Artificial Intelligence and Statistics, 9-12 May 2015, San Diego, California, USA, S. 903 - 911 (Hg. Lebanon, G.; Vishwanathan, S.). 18th International Conference on Artificial Intelligence and Statistics (AISTATS 2015), San Diego, CA, USA. International Machine Learning Society, Madison, WI, USA (2015)
16.
Konferenzbeitrag
Geometric optimisation on positive definite matrices with application to elliptically contoured distributions. In: Advances in Neural Information Processing Systems 26, S. 2564 - 2572 (Hg. Burges, C.; Bottou, L.; Welling, M.; Ghahramani, Z.). Twenty-Seventh Annual Conference on Neural Information Processing Systems (NIPS 2013), Stateline, NV, USA. Curran, Red Hook, NY, USA (2014)
17.
Konferenzbeitrag
Statistical estimation for optimization problems on graphs. In: NIPS Workshop on Discrete Optimization in Machine Learning (DISCML) 2011: Uncertainty, Generalization and Feedback, S. 1 - 6. NIPS Workshop on Discrete Optimization in Machine Learning (DISCML) 2011: Uncertainty, Generalization and Feedback. (2011)
18.
Konferenzbeitrag
Denoising sparse noise via online dictionary learning. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), S. 2060 - 2063. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Praha, Czech Republic, 22. Mai 2011 - 27. Mai 2011. IEEE, Piscataway, NJ, USA (2011)
19.
Konferenzbeitrag
Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction via Incremental EM. In: 17th International Conference on Image Processing (ICIP 2010), S. 3313 - 3316. 17th International Conference on Image Processing (ICIP 2010), Hong Kong, China, 26. September 2010 - 29. September 2010. IEEE, Piscataway, NJ, USA (2010)
20.
Konferenzbeitrag
Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution. In: Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), S. 607 - 614. Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, CA, USA, 13. Juni 2010 - 18. Juni 2010. IEEE, Piscataway, NJ, USA (2010)