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          Institute: MPI für Intelligente Systeme (ehemals Max-Planck-Institut für Metallforschung)     Collection: Abt. Schölkopf (Empirical Inference)     Display Documents


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Entries: 1-10  
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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
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
On the discardability of data in Support Vector Classification problems
Authors: Del Favero, S.; Varagnolo, D.; Dinuzzo, F.; Schenato, L.; Pillonetto, G.
Date of Publication (YYYY-MM-DD): 2011-12-01
Title of Proceedings: 50th IEEE Conference on Decision and Control and European Control Conference (CDC - ECC 2011)
Start Page: 3210
End Page: 3215
Document Type: Conference-Paper
ID: 596120.0
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
Entries: 1-10  
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