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Optimization for Machine Learning
Editors: Sra, S.; Nowozin, S.; Wright, S. J.
Place of Publication: Cambridge, MA, USA
Publisher: MIT Press
Date of Publication (YYYY-MM-DD): 2011-12-01
Physical Description
(e.g. Total Number of Pages):
 494
Document Type: Book
ID: 596088.0


Statistical estimation for optimization problems on graphs
Authors: Langovoy, M.; Sra, S.
Date of Publication (YYYY-MM-DD): 2011-12-01
Title of Proceedings: NIPS Workshop on Discrete Optimization in Machine Learning (DISCML) 2011: Uncertainty, Generalization and Feedback
Start Page: 1
End Page: 6
Document Type: Conference-Paper
ID: 596121.0


Projected Newton-type methods in machine learning
Authors: Schmidt, M.; Kim, D.; Sra, S.
Title of Book: Optimization for Machine Learning
Start Page: 305
End Page: 330
Place of Publication: Cambridge, MA, USA
Publisher: MIT Press
Date of Publication (YYYY-MM-DD): 2011-12-01
Document Type: InBook
ID: 596122.0


Online multi-frame blind deconvolution with super-resolution and saturation correction
Authors: Hirsch, M.; Harmeling, S.; Sra, S.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2011-07-01
Title of Journal: Astronomy & Astrophysics
Volume: 531
Sequence Number of Article: A9
Document Type: Article
ID: 596808.0


Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction via Incremental EM
Authors: Harmeling, S.; Sra, S.; Hirsch, M.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2010-09
Title of Proceedings: Proceedings of the 17th International Conference on Image Processing (ICIP 2010)
Start Page: 3313
End Page: 3316
Document Type: Conference-Paper
ID: 548511.0


A scalable trust-region algorithm with application to mixed-norm regression
Editors: Fürnkranz, J.; Joachims, T.
Authors: Kim, D.; Sra, S.; Dhillon, I.
Date of Publication (YYYY-MM-DD): 2010-06
Title of Proceedings: Proceedings of the 27th International Conference on Machine Learning (ICML 2010)
Start Page: 519
End Page: 526
Document Type: Conference-Paper
ID: 548309.0


Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution
Authors: Hirsch, M.; Sra, S.; Schölkopf, B.; Harmeling, S.
Date of Publication (YYYY-MM-DD): 2010-06
Title of Proceedings: Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010)
Start Page: 607
End Page: 614
Document Type: Conference-Paper
ID: 548513.0


A new non-monotonic algorithm for PET image reconstruction
Editors: Yu, B.
Authors: Sra, S.; Kim, D.; Dhillon, I.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2009-10
Title of Proceedings: Proceedings of the IEEE Nuclear Science Symposium Conference Record (NSS/MIC 2009)
Start Page: 2500
End Page: 2502
Document Type: Conference-Paper
ID: 461824.0


Approximation Algorithms for Tensor Clustering
Editors: Gavalda, R.; Lugosi, G.; Zeugmann, T.; Zilles, S.
Authors: Jegelka, S.; Sra, S.; Banerjee, A.
Date of Publication (YYYY-MM-DD): 2009-10
Title of Proceedings: Algorithmic Learning Theory: 20th International Conference (ALT 2009)
Start Page: 368
End Page: 383
Document Type: Conference-Paper
ID: 461777.0


Text Clustering with Mixture of von Mises-Fisher Distributions
Editors: Srivastava, A.; Sahami, M.
Authors: Banerjee, A.; Dhillon, I.; Ghosh, J.; Sra, S.
Title of Book: Text Mining: Theory, Applications, and Visualization
Start Page: 121
End Page: 153
Place of Publication: Boca Raton, FL, USA
Publisher: CRC Press
Date of Publication (YYYY-MM-DD): 2009-06
Document Type: InBook
ID: 461836.0