Hill, N., Schreiner, T., Puzicha, C., Farquhar, J.
BCPy2000
Workshop "Machine Learning Open-Source Software" at NIPS, December 2008 (talk)
Shervashidze, N., Tsuda, K.
Logistic Regression for Graph Classification
NIPS Workshop on "Structured Input - Structured Output" (NIPS SISO), December 2008 (talk)
Sra, S.
New Projected Quasi-Newton Methods with Applications
Microsoft Research Tech-talk, December 2008 (talk)
Goris, R., Wagemans, J., Wichmann, F.
Modelling contrast discrimination data suggest both the pedestal effect and stochastic resonance to be caused by the same mechanism
Journal of Vision, 8(15):1-21, November 2008 (article)
Neumann, A., Grosse-Wentrup, M., Buss, M., Gramann, K.
The Effect of Mutual Information on Independent Component Analysis in EEG/MEG Analysis: A Simulation Study
International Journal of Neuroscience, 118(11):1534-1546, November 2008 (article)
Saigo, H., Nowozin, S., Kadowaki, T., Kudo, T., Tsuda, K.
gBoost: A Mathematical Programming Approach to Graph Classification and Regression
Machine Learning, 75(1):69-89, November 2008 (article)
Peters, J.
Machine Learning for Motor Skills in Robotics
K{\"u}nstliche Intelligenz, 2008(4):41-43, November 2008 (article)
Steinke, F., Schölkopf, B.
Kernels, Regularization and Differential Equations
Pattern Recognition, 41(11):3271-3286, November 2008 (article)
Pain, A., Böhme, U., Berry, A., Mungall, K., Finn, R., Jackson, A., Mourier, T., Mistry, J., Pasini, E., Aslett, M., Balasubrammaniam, S., Borgwardt, K., Brooks, K., Carret, C., Carver, T., Cherevach, I., Chillingworth, T., Clarke, T., Galinski, M., Hall, N., Harper, D., Harris, D., Hauser, H., Ivens, A., Janssen, C., Keane, T., Larke, N., Lapp, S., Marti, M., Moule, S., Meyer, I., Ormond, D., Peters, N., Sanders, M., Sanders, T., Sergeant, T., Simmonds, M., Smith, F., Squares, R., Thurston, S., Tivey, A., Walker, D., White, B., Zuiderwijk, E., Churcher, C., Quail, M., Cowman, A., Turner, C., Rajandream, M., Kocken, C., Thomas, A., Newbold, C., Barrell, B., Berriman, M.
The genome of the simian and human malaria parasite Plasmodium knowlesi
Nature, 455(7214):799-803, October 2008 (article)
Balduzzi, D., Riedner, B., Tononi, G.
A BOLD window into brain waves
Proceedings of the National Academy of Sciences of the United States of America, 105(41):15641-15642 , October 2008 (article)
Hirsch, M., Habeck, M.
Mixture Models for Protein Structure Ensembles
Bioinformatics, 24(19):2184-2192, October 2008 (article)
Bayrhuber, M., Meins, T., Habeck, M., Becker, S., Giller, K., Villinger, S., Vonrhein, C., Griesinger, C., Zweckstetter, M., Zeth, K.
Structure of the human voltage-dependent anion channel
Proceedings of the National Academy of Sciences of the United States of America, 105(40):15370-15375, October 2008 (article)
Hofmann, M., Steinke, F., Scheel, V., Charpiat, G., Farquhar, J., Aschoff, P., Brady, M., Schölkopf, B., Pichler, B.
MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration
Journal of Nuclear Medicine, 49(11):1875-1883, October 2008 (article)
Hofmann, M., Steinke, F., Aschoff, P., Lichy, M., Brady, M., Schölkopf, B., Pichler, B.
MR-Based PET Attenuation Correction: Initial Results for Whole Body
Medical Imaging Conference, October 2008 (talk)
Ben-Hur, A., Ong, C., Sonnenburg, S., Schölkopf, B., Rätsch, G.
Support Vector Machines and Kernels for Computational Biology
PLoS Computational Biology, 4(10: e1000173):1-10, October 2008 (article)
Nickisch, H., Rasmussen, C.
Approximations for Binary Gaussian Process Classification
Journal of Machine Learning Research, 9, pages: 2035-2078, October 2008 (article)
Gretton, A., Györfi, L.
Nonparametric Indepedence Tests: Space Partitioning and Kernel Approaches
19th International Conference on Algorithmic Learning Theory (ALT08), October 2008 (talk)
Nilges, M., Bernard, A., Bardiaux, B., Malliavin, T., Habeck, M., Rieping, W.
Accurate NMR Structures Through Minimization of an Extended Hybrid Energy
Structure, 16(9):1305-1312, September 2008 (article)
Jäkel, F., Schölkopf, B., Wichmann, F.
Similarity, Kernels, and the Triangle Inequality
Journal of Mathematical Psychology, 52(5):297-303, September 2008 (article)
Ku, S., Gretton, A., Macke, J., Logothetis, N.
Comparison of Pattern Recognition Methods in Classifying High-resolution BOLD Signals Obtained at High Magnetic Field in Monkeys
Magnetic Resonance Imaging, 26(7):1007-1014, September 2008 (article)
Langovoy, M.
Data-driven goodness-of-fit tests
2008 Barcelona Conference on Asymptotic Statistics (BAS), September 2008 (talk)
Janzing, D., Wocjan, P., Zhang, S.
A Single-shot Measurement of the Energy of Product States in a Translation Invariant Spin Chain Can Replace Any Quantum Computation
New Journal of Physics, 10(093004):1-18, September 2008 (article)
Hinterberger, T., Widmann, G., Lal, T., Hill, J., Tangermann, M., Rosenstiel, W., Schölkopf, B., Elger, C., Birbaumer, N.
Voluntary Brain Regulation and Communication with ECoG-Signals
Epilepsy and Behavior, 13(2):300-306, August 2008 (article)
Borgwardt, K.
Predicting phenotypic effects of gene perturbations in C. elegans using an integrated network model
BioEssays, 30(8):707–710, August 2008 (article)
Grosse-Wentrup, M., Buss, M.
Multi-class Common Spatial Pattern and Information Theoretic Feature Extraction
IEEE Transactions on Biomedical Engineering, 55(8):1991-2000, August 2008 (article)
Schweikert, G., Zeller, G., Zien, A., Behr, J., Sonnenburg, S., Philips, P., Ong, C., Rätsch, G.
mGene: A Novel Discriminative Gene Finder
Worm Genomics and Systems Biology meeting, July 2008 (talk)
Rätsch, G., Clark, R., Schweikert, G., Toomajian, C., Ossowski, S., Zeller, G., Shinn, P., Warthman, N., Hu, T., Fu, G., Hinds, D., Cheng, H., Frazer, K., Huson, D., Schölkopf, B., Nordborg, M., Ecker, J., Weigel, D., Schneeberger, K., Bohlen, A.
Discovering Common Sequence Variation in
Arabidopsis thaliana
16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB), July 2008 (talk)
Martens, SMM.
Coding Theory in Brain-Computer Interfaces
Soria Summerschool on Computational Mathematics "Algebraic Coding Theory" (S3CM), July 2008 (talk)
Laubinger, S., Zeller, G., Henz, S., Sachsenberg, T., Widmer, C., Naouar, N., Vuylsteke, M., Schölkopf, B., Rätsch, G., Weigel, D.
At-TAX: A Whole Genome Tiling Array Resource for Developmental Expression Analysis and Transcript Identification in Arabidopsis thaliana
Genome Biology, 9(7: R112):1-16, July 2008 (article)
Peters, J.
Motor Skill Learning for Cognitive Robotics
6th International Cognitive Robotics Workshop (CogRob), July 2008 (talk)
Fukumizu, K., Gretton, A., Smola, A.
Painless Embeddings of Distributions: the Function Space View (Part 1)
25th International Conference on Machine Learning (ICML), July 2008 (talk)
Peters, J.
Reinforcement Learning for Robotics
8th European Workshop on Reinforcement Learning for Robotics (EWRL), July 2008 (talk)
Bardiaux, B., Bernard, A., Rieping, W., Habeck, M., Malliavin, T., Nilges, M.
Graphical Analysis of NMR Structural Quality and Interactive Contact Map of NOE Assignments in ARIA
BMC Structural Biology, 8(30):1-5, June 2008 (article)
Nakanishi, J., Cory, R., Mistry, M., Peters, J., Schaal, S.
Operational Space Control: A Theoretical and Empirical Comparison
International Journal of Robotics Research, 27(6):737-757, June 2008 (article)
Seldin, Y.
Multi-Classification by Categorical Features via Clustering
25th International Conference on Machine Learning (ICML), June 2008 (talk)
Hofmann, T., Schölkopf, B., Smola, A.
Kernel Methods in Machine Learning
Annals of Statistics, 36(3):1171-1220, June 2008 (article)
Seeger, M.
Cross-validation Optimization for Large Scale Structured Classification Kernel Methods
Journal of Machine Learning Research, 9, pages: 1147-1178, June 2008 (article)
Balduzzi, D., Tononi, G.
Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework
PLoS Computational Biology, 4(6):1-18, June 2008 (article)
Steinke, F., Hein, M., Schölkopf, B.
Thin-Plate Splines Between Riemannian Manifolds
Workshop on Geometry and Statistics of Shapes, June 2008 (talk)
Peters, J., Schaal, S.
Reinforcement Learning of Motor Skills with Policy Gradients
Neural Networks, 21(4):682-697, May 2008 (article)
Seeger, MW., Kakade, SM., Foster, DP.
Information Consistency of Nonparametric Gaussian Process Methods
IEEE Transactions on Information Theory, 54(5):2376-2382, May 2008 (article)
Peters, J.
Learning resolved velocity control
2008 IEEE International Conference on Robotics and Automation (ICRA), May 2008 (talk)
Allahverdyan, A., Janzing, D.
Relating the Thermodynamic Arrow of Time to the Causal Arrow
Journal of Statistical Mechanics, 2008(P04001):1-21, April 2008 (article)
Jäkel, F., Schölkopf, B., Wichmann, F.
Generalization and Similarity in Exemplar Models of Categorization: Insights from Machine Learning
Psychonomic Bulletin and Review, 15(2):256-271, April 2008 (article)
Habeck, M.
Bayesian methods for protein structure determination
Machine Learning in Structural Bioinformatics, April 2008 (talk)
Langovoy, M.
Data-driven efficient score tests for deconvolution hypotheses
Inverse Problems, 24(2):1-17, April 2008 (article)
Steinke, F., Hein, M., Peters, J., Schölkopf, B.
Manifold-valued Thin-plate Splines
with Applications in Computer Graphics
Computer Graphics Forum, 27(2):437-448, April 2008 (article)
Brickell, J., Dhillon, I., Sra, S., Tropp, J.
The Metric Nearness Problem
SIAM Journal on Matrix Analysis and Applications, 30(1):375-396, April 2008 (article)
Seeger, MW.
Bayesian Inference and Optimal Design for the Sparse Linear Model
Journal of Machine Learning Research, 9, pages: 759-813, April 2008 (article)
von Luxburg, U., Belkin, M., Bousquet, O.
Consistency of Spectral Clustering
Annals of Statistics, 36(2):555-586, April 2008 (article)