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Combinatorial problems with submodular coupling in
machine learning and computer vision
Authors: Jegelka, Stefanie
Name of University: ETH Zürich
Place of University: Zürich
Date of Approval (YYYY-MM-DD): 2012-03-15
Document Type: PhD-Thesis
ID: 596935.0
High Gamma-Power Predicts Performance in Brain-Computer Interfacing. MPI-IS-TR-003
Authors: Grosse-Wentrup, Moritz; Schölkopf, Bernhard
Place of Publication: Tübingen
Publisher: Max-Planck-Institut für Intelligente Systeme
Date of Publication (YYYY-MM-DD): 2012-02-07
Title of (Report) Series: Technical Report
Document Type: Report
ID: 578949.0
 
Full text / Content available
PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits
Authors: Seldin, Y.; Cesa-Bianchi, N.; Auer, P.; Laviolette, F.; Shawe-Taylor, J.
Date of Publication (YYYY-MM-DD): 2012
Title of Proceedings: ICML 2011 Workshop on Online Trading of Exploration and Exploitation 2
Start Page: 98
End Page: 111
Document Type: Conference-Paper
ID: 596129.0
A blind deconvolution approach for pseudo CT prediction from MR image pairs
Authors: Hirsch, M.; Hofmann, M.; Mantlik, F.; Pichler, B.; Schölkopf, B.; Habeck, M.
Date of Publication (YYYY-MM-DD): 2012
Name of Conference/Meeting: Image Processing (ICIP), 2012 19th IEEE International Conference on
Title of Journal: Ieeexplore
Start Page: 2953
End Page: 2956
Document Type: Conference-Paper
ID: 635971.0
A Kernel Two-Sample Test
Authors: Gretton, Arthur; Borgwardt, Karsten M.; Rasch, Malte J.; Schölkopf, Bernhard; Smola, Alexander
Date of Publication (YYYY-MM-DD): 2012
Title of Journal: Journal of Machine Learning Research
Volume: 13
Start Page: 723
End Page: 773
Document Type: Article
ID: 636052.0
GLIDE: GPU-based linear regression for detection of epistasis
Authors: Kam-Thong, T.; Azencott, C. A.; Cayton, L.; Putz, B.; Altmann, A.; Karbalai, N.; Samann, P. G.; Scholkopf, B.; Muller-Myhsok, B.; Borgwardt, K. M.
Date of Publication (YYYY-MM-DD): 2012
Title of Journal: Hum Hered
Volume: 73
Issue / Number: 4
Start Page: 220
End Page: 236
Document Type: Article
ID: 636048.0
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
Causal inference on discrete data using additive noise models
Authors: Peters, J.; Janzing, D.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2011-12-01
Title of Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence
Volume: 33
Issue / Number: 12
Start Page: 2436
End Page: 2450
Document Type: Article
ID: 596090.0
Spontaneous epigenetic variation in the Arabidopsis thaliana methylome
Authors: Becker, C.; Hagmann, J.; Müller, J.; Koenig, D.; Stegle, O.; Borgwardt, K.; Weigel, D.
Date of Publication (YYYY-MM-DD): 2011-12-01
Title of Journal: Nature
Volume: 480
Issue / Number: 7376
Start Page: 245
End Page: 249
Document Type: Article
ID: 596118.0
Information, learning and falsification
Authors: Balduzzi, D.
Place of Publication: Sierra Nevada, Spain
Date of Publication (YYYY-MM-DD): 2011-12-01
Name of Conference/Meeting: NIPS 2011 Philosophy and Machine Learning Workshop
Title of Proceedings: NIPS 2011 Philosophy and Machine Learning Workshop
Start Page: 1
End Page: 4
Document Type: Conference-Paper
ID: 596119.0
Entries: 1-10  
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