2023
Berenz, V., Widmaier, F., Guist, S., Schölkopf, B., Büchler, D.
Synchronizing Machine Learning Algorithms, Realtime Robotic Control and Simulated Environment with o80
Robot Software Architectures Workshop (RSA) 2023, ICRA, 2023 (techreport)
2022
Schölkopf, B., Uhler, C., Zhang, K.
Proceedings of the First Conference on Causal Learning and Reasoning (CLeaR 2022)
177, Proceedings of Machine Learning Research, PMLR, April 2022 (proceedings)
2021
Field, A., Prabhumoye, S., Sap, M., Jin, Z., Zhao, J., Brockett, C.
Proceedings of the 1st Workshop on NLP for Positive Impact
Association for Computational Linguistics, August 2021 (proceedings)
2019
Lutz, P.
Automatic Segmentation and Labelling for Robot Table Tennis Time Series
Technical University Darmstadt, Germany, August 2019 (thesis)
Scientific Report 2016 - 2018
2019 (mpi_year_book)
2016
Ihler, A. T., Janzing, D.
Proceedings of the 32nd Conference on Uncertainty in Artificial Intelligence (UAI)
pages: 869 pages, AUAI Press, June 2016 (proceedings)
2015
Abbott, T., Abdalla, F. B., Allam, S., Amara, A., Annis, J., Armstrong, R., Bacon, D., Banerji, M., Bauer, A. H., Baxter, E., others,
Cosmology from Cosmic Shear with DES Science Verification Data
arXiv preprint arXiv:1507.05552, 2015 (techreport)
Jarvis, M., Sheldon, E., Zuntz, J., Kacprzak, T., Bridle, S. L., Amara, A., Armstrong, R., Becker, M. R., Bernstein, G. M., Bonnett, C., others,
The DES Science Verification Weak Lensing Shear Catalogs
arXiv preprint arXiv:1507.05603, 2015 (techreport)
2014
Schmeißer, N.
Development of advanced methods for improving astronomical images
Eberhard Karls Universität Tübingen, Germany, Eberhard Karls Universität Tübingen, Germany, 2014 (diplomathesis)
2013
Schober, M.
Camera-specific Image Denoising
Eberhard Karls Universität Tübingen, Germany, October 2013 (diplomathesis)
Hennig, P.
Animating Samples from Gaussian Distributions
(8), Max Planck Institute for Intelligent Systems, Tübingen, Germany, 2013 (techreport)
Deisenroth, M., Szepesvári, C., Peters, J.
Proceedings of the 10th European Workshop on Reinforcement Learning, Volume 24
pages: 173, JMLR, European Workshop On Reinforcement Learning, EWRL, 2013 (proceedings)
Hogg, D. W., Angus, R., Barclay, T., Dawson, R., Fergus, R., Foreman-Mackey, D., Harmeling, S., Hirsch, M., Lang, D., Montet, B. T., Schiminovich, D., Schölkopf, B.
Maximizing Kepler science return per telemetered pixel: Detailed models of the focal plane in the two-wheel era
arXiv:1309.0653, 2013 (techreport)
Montet, B. T., Angus, R., Barclay, T., Dawson, R., Fergus, R., Foreman-Mackey, D., Harmeling, S., Hirsch, M., Hogg, D. W., Lang, D., Schiminovich, D., Schölkopf, B.
Maximizing Kepler science return per telemetered pixel: Searching the habitable zones of the brightest stars
arXiv:1309.0654, 2013 (techreport)
2012
Grosse-Wentrup, M., Schölkopf, B.
High Gamma-Power Predicts Performance in Brain-Computer Interfacing
(3), Max-Planck-Institut für Intelligente Systeme, Tübingen, February 2012 (techreport)
Langs, G., Rish, I., Grosse-Wentrup, M., Murphy, B.
Machine Learning and Interpretation in Neuroimaging - Revised Selected and Invited Contributions
pages: 266, Springer, Heidelberg, Germany, International Workshop, MLINI, Held at NIPS, 2012, Lecture Notes in Computer Science, Vol. 7263 (proceedings)
Panagiotaki, E., O’Donnell, L., Schultz, T., Zhang, G.
MICCAI, Workshop on Computational Diffusion MRI, 2012 (electronic publication)
15th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Workshop on Computational Diffusion MRI , 2012 (proceedings)
Hooge, J.
Automatische Seitenkettenzuordnung zur NMR Proteinstrukturaufklärung mittels ganzzahliger linearer Programmierung
University of Tübingen, Germany, 2012 (diplomathesis)
Klenske, E. D.
Nonparametric System Identification and Control for Periodic Error Correction in Telescopes
University of Stuttgart, 2012 (diplomathesis)
2011
Kakade, S., von Luxburg, U.
JMLR Workshop and Conference Proceedings Volume 19: COLT 2011
pages: 834, MIT Press, Cambridge, MA, USA, 24th Annual Conference on Learning Theory , June 2011 (proceedings)
Seldin, Y., Laviolette, F., Shawe-Taylor, J., Peters, J., Auer, P.
PAC-Bayesian Analysis of Martingales and Multiarmed Bandits
Max Planck Institute for Biological Cybernetics, Tübingen, Germany, May 2011 (techreport)
Schuler, C., Hirsch, M., Harmeling, S., Schölkopf, B.
Non-stationary Correction of Optical Aberrations
(1), Max Planck Institute for Intelligent Systems, Tübingen, Germany, May 2011 (techreport)
Nickisch, H., Seeger, M.
Multiple Kernel Learning: A Unifying Probabilistic Viewpoint
Max Planck Institute for Biological Cybernetics, March 2011 (techreport)
Langovoy, M., Wittich, O.
Multiple testing, uncertainty and realistic pictures
(2011-004), EURANDOM, Technische Universiteit Eindhoven, January 2011 (techreport)
Sra, S.
Nonconvex proximal splitting: batch and incremental algorithms
(2), Max Planck Institute for Intelligent Systems, Tübingen, Germany, 2011 (techreport)
2010
Langovoy, M., Wittich, O.
Computationally efficient algorithms for statistical image processing: Implementation in R
(2010-053), EURANDOM, Technische Universiteit Eindhoven, December 2010 (techreport)
Seeger, M., Nickisch, H.
Fast Convergent Algorithms for Expectation Propagation Approximate Bayesian Inference
Max Planck Institute for Biological Cybernetics, December 2010 (techreport)
Seldin, Y.
A PAC-Bayesian Analysis of Graph Clustering and Pairwise Clustering
Max Planck Institute for Biological Cybernetics, Tübingen, Germany, September 2010 (techreport)
Tandon, R., Sra, S.
Sparse nonnegative matrix approximation: new formulations and algorithms
(193), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, September 2010 (techreport)
Langovoy, M., Wittich, O.
Robust nonparametric detection of objects in noisy images
(2010-049), EURANDOM, Technische Universiteit Eindhoven, September 2010 (techreport)
Seeger, M., Nickisch, H.
Large Scale Variational Inference and Experimental Design for Sparse Generalized Linear Models
Max Planck Institute for Biological Cybernetics, August 2010 (techreport)
Jegelka, S., Bilmes, J.
Cooperative Cuts for Image Segmentation
(UWEETR-1020-0003), University of Washington, Washington DC, USA, August 2010 (techreport)
Zscheischler, J.
Inferring High-Dimensional Causal Relations using Free Probability Theory
Humboldt Universität Berlin, Germany, August 2010 (diplomathesis)
Barbero, A., Sra, S.
Fast algorithms for total-variationbased optimization
(194), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, August 2010 (techreport)
Shelton, J.
Semi-supervised Subspace Learning and Application to Human Functional Magnetic Brain Resonance Imaging Data
Biologische Kybernetik, Eberhard Karls Universität, Tübingen, Germany, July 2010 (diplomathesis)
Nickisch, H., Rasmussen, C.
Gaussian Mixture Modeling with Gaussian Process Latent Variable Models
Max Planck Institute for Biological Cybernetics, June 2010 (techreport)
Sra, S.
Generalized Proximity and Projection with Norms and Mixed-norms
(192), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, May 2010 (techreport)
Jegelka, S., Bilmes, J.
Cooperative Cuts: Graph Cuts with Submodular Edge Weights
(189), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, March 2010 (techreport)
Mantlik, F.
Quantitative Evaluation of MR-based Attenuation Correction for Positron Emission Tomography (PET)
Biologische Kybernetik, Universität Mannheim, Germany, March 2010 (diplomathesis)
Guyon, I., Janzing, D., Schölkopf, B.
JMLR Workshop and Conference Proceedings: Volume 6
pages: 288, MIT Press, Cambridge, MA, USA, Causality: Objectives and Assessment (NIPS Workshop) , February 2010 (proceedings)
Rakitsch, B.
Finding Gene-Gene Interactions using Support Vector Machines
Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)
Steudel, B., Ay, N.
Information-theoretic inference of common ancestors
Computing Research Repository (CoRR), abs/1010.5720, pages: 18, 2010 (techreport)
Zwießele, M.
Detecting and modeling time shifts in microarray time series data applying Gaussian processes
Eberhard Karls Universität Tübingen, Germany, 2010 (thesis)
Köhler, R.
Detecting the mincut in sparse random graphs
Eberhard Karls Universität Tübingen, Germany, 2010 (diplomathesis)
2009
Nickisch, H., Kohli, P., Rother, C.
Learning an Interactive Segmentation System
Max Planck Institute for Biological Cybernetics, December 2009 (techreport)
Langovoy, M., Wittich, O.
Detection of objects in noisy images and site percolation on square lattices
(2009-035), EURANDOM, Technische Universiteit Eindhoven, November 2009 (techreport)
Harmeling, S., Sra, S., Hirsch, M., Schölkopf, B.
An Incremental GEM Framework for Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction
(187), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, November 2009 (techreport)
Hirsch, M., Sra, S., Schölkopf, B., Harmeling, S.
Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution
(188), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, November 2009 (techreport)
Langovoy, M.
Algebraic polynomials and moments of stochastic integrals
(2009-031), EURANDOM, Technische Universiteit Eindhoven, October 2009 (techreport)
Hennig, P.
Expectation Propagation on the Maximum of Correlated Normal Variables
Cavendish Laboratory: University of Cambridge, July 2009 (techreport)