ei
Peters, J., Schaal, S.
Learning Control and Planning from the View of Control Theory and Imitation
NIPS Workshop "Planning for the Real World: The promises and challenges of dealing with uncertainty", December 2003 (talk)
ei
Peters, J., Vijayakumar, S., Schaal, S.
Natural Actor-Critic
NIPS Workshop " Planning for the Real World: The promises and challenges of dealing with uncertainty", December 2003 (poster)
ei
Lal, T., Schröder, M., Hinterberger, T., Weston, J., Bogdan, M., Birbaumer, N., Schölkopf, B.
Support Vector Channel Selection in BCI
(120), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, December 2003 (techreport)
ei
Rosas, P., Wichmann, F., Ernst, M., Wagemans, J.
Texture and haptic cues in slant discrimination: Measuring the effect of texture type on cue combination
Journal of Vision, 3(12):26, 2003 Fall Vision Meeting of the Optical Society of America, December 2003 (poster)
ei
Finger, F., Schorle, C., Zien, A., Gebhard, P., Goldring, M., Aigner, T.
Molecular phenotyping of human chondrocyte cell lines T/C-28a2, T/C-28a4, and C-28/I2
Arthritis & Rheumatism, 48(12):3395-3403, December 2003 (article)
ei
Jeong, D., Kim, Y., Cho, S., Shin, H.
A Study on Rainfall - Runoff Models for Improving Ensemble Streamflow Prediction: 1. Rainfallrunoff
Models Using Artificial Neural Networks
Journal of the Korean Society of Civil Engineers, 23(6B):521-530, December 2003 (article)
ei
Weber, B., Spaeth, N., Wyss, M., Wild, D., Burger, C., Stanley, R., Buck, A.
Quantitative Cerebral Blood Flow Measurements in the Rat Using a Beta-Probe and H215O
Journal of Cerebral Blood Flow and Metabolism, 23(12):1455-1460, December 2003 (article)
ei
Schaal, S., Peters, J.
Recurrent neural networks from learning attractor dynamics
NIPS Workshop on RNNaissance: Recurrent Neural Networks, December 2003 (talk)
ei
Shin, H., Cho, S.
How to Deal with Large Dataset, Class Imbalance and Binary Output in SVM based Response
Model
In Proc. of the Korean Data Mining Conference, pages: 93-107, Korean Data Mining Conference, December 2003, Best Paper Award (inproceedings)
ei
Csato, L.
Sparse Gaussian Process Tooblox - Demonstration
16, December 2003 (poster)
ei
Ziehe, A., Kawanabe, M., Harmeling, S., Müller, K.
Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation
Journal of Machine Learning Research, 4(7-8):1319-1338, November 2003 (article)
ei
Becker, A., Chen, J., Zien, A., Sochivko, D., Normann, S., Schramm, J., Elger, C., Wiestler, O., Blumcke, I.
Correlated stage- and subfield-associated hippocampal gene expression patterns in experimental and human temporal lobe epilepsy
European Journal of Neuroscience, 18(10):2792-2802, November 2003 (article)
ei
Bousquet, O.
Concentration Inequalities for Sub-Additive Functions Using the Entropy Method
Stochastic Inequalities and Applications, 56, pages: 213-247, Progress in Probability, (Editors: Giné, E., C. Houdré and D. Nualart), November 2003 (article)
ei
Schölkopf, B., Warmuth, M.
Learning Theory and Kernel Machines: 16th Annual Conference on Learning Theory and 7th Kernel Workshop (COLT/Kernel 2003), LNCS Vol. 2777
Proceedings of the 16th Annual Conference on Learning Theory and 7th Kernel Workshop (COLT/Kernel 2003), COLT/Kernel 2003, pages: 746, Springer, Berlin, Germany, 16th Annual Conference on Learning Theory and 7th Kernel Workshop, November 2003, Lecture Notes in Computer Science ; 2777 (proceedings)
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Kuchenbecker, K. J., Park, J. G., Niemeyer, G.
Characterizing the Human Wrist for Improved Haptic Interaction
In Proc. ASME International Mechanical Engineering Congress and Exposition, Symposium on Advances in Robot Dynamics and Control, 2, paper number 42017, Washington, D.C., USA, November 2003, Oral presentation given by Kuchenbecker (inproceedings)
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Rasmussen, CE., Ghahramani, Z.
Bayesian Monte Carlo
In Advances in Neural Information Processing Systems 15, pages: 489-496, (Editors: Becker, S. , S. Thrun, K. Obermayer), MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Jutten, C., Karhunen, J., Almeida, L., Harmeling, S.
Technical report on
Separation methods for nonlinear
mixtures
(D29), EU-Project BLISS, October 2003 (techreport)
ei
Bousquet, O., Herrmann, D.
On the Complexity of Learning the Kernel Matrix
In Advances in Neural Information Processing Systems 15, pages: 399-406, (Editors: Becker, S. , S. Thrun, K. Obermayer), The MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Tsuda, K., Rätsch, G.
Image Reconstruction by Linear Programming
(118), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, October 2003 (techreport)
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Schaal, S., Peters, J., Nakanishi, J., Ijspeert, A.
Control, Planning, Learning, and Imitation
with Dynamic Movement Primitives
In IROS 2003, pages: 1-21, Workshop on Bilateral Paradigms on Humans and Humanoids, IEEE International Conference on Intelligent Robots and Systems, October 2003 (inproceedings)
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Altun, Y., Hofmann, T., Johnson, M.
Discriminative Learning for Label Sequences via Boosting
In Advances in Neural Information Processing Systems 15, pages: 977-984, (Editors: Becker, S. , S. Thrun, K. Obermayer ), MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Chapelle, O., Weston, J., Schölkopf, B.
Cluster Kernels for Semi-Supervised Learning
In Advances in Neural Information Processing Systems 15, pages: 585-592, (Editors: S Becker and S Thrun and K Obermayer), MIT Press, Cambridge, MA, USA, 16th Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Leslie, C., Eskin, E., Weston, J., Noble, W.
Mismatch String Kernels for SVM Protein Classification
In Advances in Neural Information Processing Systems 15, pages: 1417-1424, (Editors: Becker, S. , S. Thrun, K. Obermayer), MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Kienzle, W.
Real-Time Face Detection
Biologische Kybernetik, Eberhard-Karls-Universitaet Tuebingen, Tuebingen, Germany, October 2003 (diplomathesis)
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Girard, A., Rasmussen, CE., Quiñonero-Candela, J., Murray-Smith, R.
Multiple-step ahead prediction for non linear dynamic systems: A Gaussian Process treatment with propagation of the uncertainty
In Advances in Neural Information Processing Systems 15, pages: 529-536, (Editors: Becker, S. , S. Thrun, K. Obermayer), MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Weston, J., Chapelle, O., Elisseeff, A., Schölkopf, B., Vapnik, V.
Kernel Dependency Estimation
In Advances in Neural Information Processing Systems 15, pages: 873-880, (Editors: S Becker and S Thrun and K Obermayer), MIT Press, Cambridge, MA, USA, 16th Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Knorr, T., Obermayr, F., Bartnik, E., Zien, A., Aigner, T.
YKL-39 (chitinase 3-like protein 2), but not YKL-40 (chitinase 3-like protein 1), is up regulated in osteoarthritic chondrocytes
Annals of the Rheumatic Diseases, 62(10):995-998, October 2003 (article)
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Quinonero Candela, J., Winther, O.
Incremental Gaussian Processes
In Advances in Neural Information Processing Systems 15, pages: 1001-1008, (Editors: Becker, S. , S. Thrun, K. Obermayer), MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Solak, E., Murray-Smith, R., Leithead, WE., Leith, D., Rasmussen, CE.
Derivative observations in Gaussian Process models of dynamic systems
In Advances in Neural Information Processing Systems 15, pages: 1033-1040, (Editors: Becker, S., S. Thrun and K. Obermayer), MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Franz, MO., Chahl, JS.
Linear Combinations of Optic Flow Vectors for Estimating Self-Motion: a Real-World Test of a Neural Model
In Advances in Neural Information Processing Systems 15, pages: 1319-1326, (Editors: Becker, S., S. Thrun and K. Obermayer), MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Tsuda, K., Kawanabe, M., Müller, K.
Clustering with the Fisher score
In Advances in Neural Information Processing Systems 15, pages: 729-736, (Editors: Becker, S. , S. Thrun, K. Obermayer), MIT Press, Cambridge, MA, USA, Sixteenth Annual Conference on Neural Information Processing Systems (NIPS), October 2003 (inproceedings)
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Scharr, H., Black, M. J., Haussecker, H.
Image statistics and anisotropic diffusion
In Int. Conf. on Computer Vision, pages: 840-847, October 2003 (inproceedings)
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Altun, Y., Hofmann, T.
Large Margin Methods for Label Sequence Learning
In pages: 993-996, International Speech Communication Association, Bonn, Germany, 8th European Conference on Speech Communication and Technology (EuroSpeech), September 2003 (inproceedings)
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Harmeling, S., Bünau, P., Ziehe, A., Pham, D.
Technical report on implementation
of linear methods and validation on
acoustic sources
EU-Project BLISS, September 2003 (techreport)
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Shin, H., Cho, S.
Fast Pattern Selection Algorithm for Support Vector Classifiers: "Time Complexity Analysis"
In Lecture Notes in Computer Science (LNCS 2690), LNCS 2690, pages: 1008-1015, Springer-Verlag, Heidelberg, The 4th International Conference on Intelligent Data Engineering (IDEAL), September 2003 (inproceedings)
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Wu, W., Black, M. J., Mumford, D., Gao, Y., Bienenstock, E., Donoghue, J. P.
A switching Kalman filter model for the motor cortical coding of hand motion
In Proc. IEEE Engineering in Medicine and Biology Society, pages: 2083-2086, September 2003 (inproceedings)
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Erhan, D.
On optimization, parallelization and convergence of the Expectation-Maximization algorithm for finite mixtures of Bernoulli distributions.
Helsinki University of Technology, Helsinki, Finland, August 2003 (techreport)
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Kashima, H., Tsuda, K., Inokuchi, A.
Marginalized Kernels between Labeled Graphs
In 20th International Conference on Machine Learning, pages: 321-328, (Editors: Faucett, T. and N. Mishra), 20th International Conference on Machine Learning, August 2003 (inproceedings)
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Csato, L., Opper, M.
Sparse Gaussian Processes: inference, subspace identification and model selection
In Proceedings, pages: 1-6, (Editors: Van der Hof, , Wahlberg), The Netherlands, 13th IFAC Symposium on System Identifiaction, August 2003, electronical version; Index ThA02-2 (inproceedings)
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Murray-Smith, R., Sbarbaro, D., Rasmussen, CE., Girard, A.
Adaptive, Cautious, Predictive control with Gaussian Process Priors
In Proceedings of the 13th IFAC Symposium on System Identification, pages: 1195-1200, (Editors: Van den Hof, P., B. Wahlberg and S. Weiland), Proceedings of the 13th IFAC Symposium on System Identification, August 2003 (inproceedings)
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Bousquet, O.
Statistical Learning Theory
Machine Learning Summer School, August 2003 (talk)
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Banerjee, A., Dhillon, I., Ghosh, J., Sra, S.
Generative Model-based Clustering of Directional Data
In Proc. ACK SIGKDD, pages: 00-00, KDD, August 2003 (inproceedings)
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Altun, Y., Tsochantaridis, I., Hofmann, T.
Hidden Markov Support Vector Machines
In pages: 4-11, (Editors: Fawcett, T. , N. Mishra), AAAI Press, Menlo Park, CA, USA, Twentieth International Conference on Machine Learning (ICML), August 2003 (inproceedings)
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Bousquet, O.
Remarks on Statistical Learning Theory
Machine Learning Summer School, August 2003 (talk)
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Sidenbladh, H., Black, M. J.
Learning the statistics of people in images and video
International Journal of Computer Vision, 54(1-3):183-209, August 2003 (article)
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De la Torre, F., Black, M. J.
A framework for robust subspace learning
International Journal of Computer Vision, 54(1-3):117-142, August 2003 (article)
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Black, M. J., Kimia, B.
Guest editorial: Computational vision at Brown
International Journal of Computer Vision, 54(1-3):5-11, August 2003 (article)
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Shin, H., Cho, S.
How Many Neighbors To Consider in Pattern Pre-selection for Support Vector Classifiers?
In Proc. of INNS-IEEE International Joint Conference on Neural Networks (IJCNN 2003), pages: 565-570, IJCNN, July 2003 (inproceedings)
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Ilg, W., Bakir, GH., Mezger, J., Giese, MA.
On the Representation, Learning and Transfer of Spatio-Temporal Movement Characteristics
In Humanoids Proceedings, pages: 0-0, Humanoids Proceedings, July 2003, electronical version (inproceedings)
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Schölkopf, B.
Statistical Learning Theory, Capacity and Complexity
Complexity, 8(4):87-94, July 2003 (article)