Direktor der Abteilung

Wissenschaftliche Auszeichnungen

Seit der Gründung im Jahr 2002, konnte die Abteilung zahlreiche wissenschaftliche  Öffnet einen internen Link im aktuellen FensterAuszeichnungen erlangen.

 

Publikationsliste Abteilung Schölkopf

Suche:   
Präferenzen: 
Referenzen pro Seite: Jahr: Medium:

  
Zeige Zusammenfassung

2012

Beiträge zu Tagungsbänden (28):

Köhler R, Hirsch M, Mohler B, Schölkopf B und Harmeling S (Oktober-2012) Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database In: Computer Vision – ECCV 2012, , 12th European Conference on Computer Vision, Springer, Berlin, Germany, 27-40, Series: Lecture Notes in Computer Science ; 7578.
Widmer C, Kloft M, Görnitz N und Rätsch G (September-2012) Efficient Training of Graph-Regularized Multitask SVMs In: Machine Learning and Knowledge Discovery in Databases, , European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012), Springer, Berlin, Germany, 633-647, Series: Lecture Notes in Computer Science ; 7523.
Peters J, Mülling K, Kober J, Nguyen-Tuong D und Krömer O (August-2012) Robot Skill Learning, 20th European Conference on Artificial Intelligence (ECAI 2012), IOS Press, Amsterdam, Netherlands, 40-45.
pdf
Gomez Rodriguez M und Schölkopf B (Juli-2012) Influence Maximization in Continuous Time Diffusion Networks, 29th International Conference on Machine Learning (ICML 2012), International Machine Learning Society, Madison, WI, USA, 313-320.
Schölkopf B, Janzing D, Peters J, Sgouritsa E, Zhang K und Mooij J (Juli-2012) On causal and anticausal learning, 29th International Conference on Machine Learning (ICML 2012), International Machine Learning Society, Madison, WI, USA, 1255-1262.
pdf
Hennig P und Kiefel M (Juli-2012) Quasi-Newton Methods: A New Direction, 29th International Conference on Machine Learning (ICML 2012), International Machine Learning Society, Madison, WI, USA, 25-32.
Gomez Rodriguez M und Schölkopf B (Juli-2012) Submodular Inference of Diffusion Networks from Multiple Trees, 29th International Conference on Machine Learning (ICML 2012), International Machine Learning Society, Madison, WI, USA, 489-496.
Zscheischler J, Mahecha MD und Harmeling S (Juni-2012) Climate classifications: the value of unsupervised clustering, International Conference on Computational Science (ICCS 2012), Elsevier, Amsterdam, Netherlands, Procedia Computer Science, 9, 897–906.
Burger HC, Schuler CJ und Harmeling S (Juni-2012) Image denoising: Can plain Neural Networks compete with BM3D?, 25th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), IEEE, Piscataway, NJ, USA, 2392-2399.
Kroemer O, Ugur E, Oztop E und Peters J (Mai-2012) A Kernel-based Approach to Direct Action Perception, IEEE International Conference on Robotics and Automation (ICRA 2012), IEEE, Piscataway, NJ, USA, 2605-2610.
pdf
Cayton L (Mai-2012) Accelerating Nearest Neighbor Search on Manycore Systems, 26th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2012), IEEE, Piscataway, NJ, USA, 402-413.
Bócsi B, Hennig P, Csató L und Peters J (Mai-2012) Learning Tracking Control with Forward Models, IEEE International Conference on Robotics and Automation (ICRA 2012), IEEE, Piscataway, NJ, USA, 259-264.
pdf
Habeck M (April-2012) Evaluation of marginal likelihoods via the density of states, Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2012), International Machine Learning Society, Madison, WI, USA, 486-494, Series: JMLR Workshop and Conference Proceedings ; 22.
Seldin Y, Cesa-Bianchi N, Auer P, Laviolette F und Shawe-Taylor J (April-2012) PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits, Workshop on On-line Trading of Exploration and Exploitation 2, International Machine Learning Society, Madison, WI, USA, 98-111, Series: JMLR Workshop and Conference Proceedings ; 26.
pdf
Kroemer O und Peters J (Januar-2012) A Non-Parametric Approach to Dynamic Programming In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 1719-1727.
pdf
Duvenaud D, Nickisch H und Rasmussen CA (Januar-2012) Additive Gaussian Processes In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 226-234.
pdf
Stegle O, Lippert C, Mooij J, Lawrence N und Borgwardt K (Januar-2012) Efficient inference in matrix-variate Gaussian models with iid observation noise In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 630-638.
pdf
Kpotufe S (Januar-2012) k-NN Regression Adapts to Local Intrinsic Dimension In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 729-737.
pdf
Mooij J, Janzing D, Schölkopf B und Heskes T (Januar-2012) On Causal Discovery with Cyclic Additive Noise Models In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 639-647.
pdf
Jegelka S, Lin H und Bilmes J (Januar-2012) On Fast Approximate Submodular Minimization In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 460-468.
pdf
Hennig P (Januar-2012) Optimal Reinforcement Learning for Gaussian Systems In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 325-333.
pdf
Seldin Y, Auer P, Laviolette F, Shawe-Taylor J und Ortner R (Januar-2012) PAC-Bayesian Analysis of Contextual Bandits In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 1683-1691.
pdfpdf
Stegle O, Roth FP, Morris Q und Listgarten J (Januar-2012) Personalized medicine: from genotypes and molecular phenotypes towards computed therapy, Pacific Symposium on Biocomputing (PSB 2012), World Scientific, Singapore, 323-326.
Alamgir M und von Luxburg U (Januar-2012) Phase transition in the family of p-resistances In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 379-387.
pdf
Gehler P, Rother C, Kiefel M, Zhang L und Schölkopf B (Januar-2012) Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance In: Advances in Neural Information Processing Systems 24, , Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Curran, Red Hook, NY, USA, 765-773.
pdf
von Luxburg U, Williamson RC und Guyon I (2012) Clustering: Science or Art?, Unsupervised and Transfer Learning Workshop, held at ICML 2011, International Machine Learning Society, Madison, WI, USA, 65-80, Series: JMLR Workshop and Conference Proceedings ; 27.
Widmer C und Rätsch G (2012) Multitask Learning in Computational Biology, Unsupervised and Transfer Learning Workshop, held at ICML 2011, International Machine Learning Society, Madison, WI, USA, 207-216, Series: JMLR Workshop and Conference Proceedings ; 27.
Biessmann F, Murayama Y, Logothetis NK, Müller K-R und Meinecke FC (2012) Non-separable Spatiotemporal Brain Hemodynamics Contain Neural Information In: Machine Learning and Interpretation in Neuroimaging, , NIPS Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI 2011), Springer, Berlin, Germany, 140-147, Series: Lecture Notes in Computer Science ; 7263.

Beiträge zu Büchern (2):

Bruzzone L, Persello C und Demir B: Active Learning Methods in Classification of Remote Sensing Images, 303–324. In: Signal and Image Processing for Remote Sensing, (Ed) C.H. Chen, CRC Press, Hoboken, NJ, USA, (2012).
Sigaud O und Peters J: Robot Learning, 2869-2871. In: Encyclopedia of the Sciences of Learning, (Ed) N.M. Seel, Springer, Berlin, Germany, (2012).

Technische Berichte (1):

Grosse-Wentrup M und Schölkopf B: High Gamma-Power Predicts Performance in Brain-Computer Interfacing, 3, Max-Planck-Institut für Intelligente Systeme, Tübingen, (Februar-2012).
pdf

Poster (8):

Besserve M, Bartels A, Murayama Y und Logothetis NK (Oktober-15-2012): Centrality of the Mammalian Functional Brain Network, 42nd Annual Meeting of the Society for Neuroscience (Neuroscience 2012), New Orleans, LA, USA.
Theis LM, Arnstein D, Chagas AM, Schwarz C und Bethge M (September-14-2012): Beyond GLMs: a generative mixture modeling approach to neural system identification, Bernstein Conference 2012, München, Germany, Frontiers in Computational Neuroscience, Conference Abstract: Bernstein Conference 2012 165.
Gerhard HE, Wichmann FA und Bethge M (September-14-2012): How Sensitive Is the Human Visual System to the Local Statistics of Natural Images?, Bernstein Conference 2012, München, Germany, Frontiers in Computational Neuroscience, Conference Abstract: Bernstein Conference 2012 175.
Ecker AS, Berens P, Tolias AS und Bethge M (Juni-2012): The correlation structure induced by fluctuations in attention, AREADNE 2012: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Loktyushin A, Nickisch H, Pohmann R und Schölkopf B (Mai-9-2012): Blind Retrospective Motion Correction of MR Images, 20th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2012), Melbourne, Australia.
Besserve M, Panagiotaropoulos T, Crocker B, Kapoor V, Tolias A, Panzeri S und Logothetis NK (Februar-2012): Identifying endogenous rhythmic spatio-temporal patterns in micro-electrode array recordings, 9th Annual Computational and Systems Neuroscience Meeting (Cosyne 2012), Salt Lake City, UT, USA.
Gerhard H und Bethge M (Februar-2012): Perceptual relevance of neurally-inspired natural image models evaluated via contour discrimination, 9th Annual Computational and Systems Neuroscience Meeting (Cosyne 2012), Salt Lake City, UT, USA.
Ecker A, Berens P, Tolias A und Bethge M (Februar-2012): The correlation structure induced by fluctuations in attention, 9th Annual Computational and Systems Neuroscience Meeting (Cosyne 2012), Salt Lake City, UT, USA.

Vorträge (7):

Panagiotaropoulos T, Besserve M und Logothetis NK (Oktober-15-2012) Abstract Talk: Beta oscillations propagate as traveling waves in the macaque prefrontal cortex, 42nd Annual Meeting of the Society for Neuroscience (Neuroscience 2012), New Orleans, LA, USA(413.03).
Rätsch G (Juli-11-2012) Invited Lecture: An Introduction to Kernel Methods for Classification, Regression and the Analysis of Structured Data, Machine Learning Summer School 2012, Santa Cruz, CA, USA.
Wichmann FA (Juni-2012) Invited Lecture: A neural population code model for human visual pattern detection, Osnabrück Computational Cognition Alliance Meeting on "The Brain as an Information Processing System" (OCCAM 2012), Osnabrück, Germany.
Wehrl HF, Lankes K, Hossain M, Bezrukov I, Liu C, Martirosian P, Reischl G, Schick F und Pichler BJ (Mai-11-2012) Abstract Talk: A new PET insert for simultaneous PET/MR small animal imaging, 20th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2012), Melbourne, Australia(703).
Wehrl HF, Lankes K, Hossain M, Bezrukov I, Liu C, Martirosian P, Schick F und Pichler BJ (Mai-8-2012) Abstract Talk: Simultaneous small animal PET/MR in activated and resting state reveals multiple brain networks, 20th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2012), Melbourne, Australia(333).
Hossain M, Wehrl HF, Lankes K, Liu C, Bezrukov I, Reischl G und Pichler BJ (April-2012): Evaluation of a new, large field of view, small animal PET/MR system, 50. Jahrestagung der Deutschen Gesellschaft fuer Nuklearmedizin (NuklearMedizin 2012), Bremen, Germany.
Sauter A, Schmidt H, Gueckel B, Brendle C, Bezrukov I, Mantlik F, Kolb A, Mueller M, Reimold M, Federmann B, Hetzel J, Claussen CD, Pfannenberg C, Horger M, Pichler BJ und Schwenzer N (Februar-2012) Abstract Talk: Multi-parametric Tumor Characterization and Therapy Monitoring using Simultaneous PET/MRI: initial results for Lung Cancer and GvHD, 2011 World Molecular Imaging Congress (WMIC 2011), San Diego, CA, USA, Molecular Imaging and Biology, 14(Supplement 1) S872.

2011

Bücher (2):

Sra S, Nowozin S und Wright SJ: Optimization for Machine Learning, 494, MIT Press, Cambridge, MA, USA, (Dezember-2011). ISBN: 978-0-262-01646-9, Series: Neural information processing series
Lu HH-S, Schölkopf B und Zhao H: Handbook of Statistical Bioinformatics, 627, Springer, Berlin, Germany, (2011). ISBN: 978-3-642-16344-9, Series: Springer Handbooks of Computational Statistics

Tagungsbände (1):

Kakade SM und von Luxburg U: COLT 2011, 24th Annual Conference on Learning Theory, 834, MIT Press, Cambridge, MA, USA, (Juni-2011).
-, Series: JMLR Workshop and Conference Proceedings ; 19

Artikel (42):

Peters J, Janzing D und Schölkopf B (Dezember-2011) Causal Inference on Discrete Data using Additive Noise Models IEEE Transactions on Pattern Analysis and Machine Intelligence 33(12) 2436-2450.
pdf
Seite:  
1, 2, 3, 4, 5, 6, ... , 26

Export als:
BibTeX, XML, pubman, Edoc, RTF
Last updated: Mittwoch, 07.12.2011