227 results
(View BibTeX file of all listed publications)

**A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses**
*PLoS Computational Biology*, 8(4):1-13, April 2012 (article)

**Patterns of cis regulatory variation in diverse human populations**
*PLoS genetics*, 8(4):e1002639, April 2012 (article)

**A Kernel Two-Sample Test **
*Journal of Machine Learning Research*, 13, pages: 723-773, March 2012 (article)

**Learning Motor Skills: From Algorithms to Robot Experiments**
Technische Universität Darmstadt, Germany, March 2012 (phdthesis)

**Technical performance evaluation of a human brain PET/MRI system**
*European Radiology*, 22(8):1776-1788, March 2012 (article)

**Real-time detection of colored objects in multiple camera streams with off-the-shelf hardware components **
*Journal of Real-Time Image Processing*, 7(1):31-41, March 2012 (article)

**A short note on parameter approximation for von Mises-Fisher distributions: and a fast implementation of Is(x) **
*Computational Statistics*, 27(1):177-190, March 2012 (article)

**An online brain–computer interface based on shifting attention to concurrent streams of auditory stimuli **
*Journal of Neural Engineering*, 9(2):026011, February 2012 (article)

**A non-monotonic method for large-scale non-negative least squares**
*Optimization Methods and Software*, 28(5):1012-1039, Febuary 2012 (article)

**Inferring Networks of Diffusion and Influence**
*ACM Transactions on Knowledge Discovery from Data*, 5(4:21), February 2012 (article)

**Using probabilistic estimation of expression residuals (PEER) to obtain increased power and interpretability of gene expression analyses**
*Nature Protocols*, 7(3):500–507, February 2012 (article)

**Context-aware brain-computer interfaces: exploring the information space of user, technical system and environment**
*Journal of Neural Engineering*, 9(1):016003, 10, February 2012 (article)

**How the initialization affects the stability of the k-means algorithm
**
*ESAIM: Probability and Statistics*, 16, pages: 436-452, January 2012 (article)

**Joint Modelling of Confounding Factors and Prominent Genetic Regulators Provides Increased Accuracy in Genetical Genomics Studies**
*PLoS Computational Biology*, 8(1):1-9, January 2012 (article)

**Bayesian flexible fitting of biomolecular structures into EM maps**
*Biophysical journal*, 2012 (article) Submitted

**Measurement and Calibration of Noise Bias in Weak Lensing Galaxy Shape Estimation
**
*Monthly Notices of the Royal Astronomical Society (MNRAS)*, 2012 (article)

**LMM-Lasso: A Lasso Multi-Marker Mixed Model for Association Mapping with Population Structure Correction**
*Bioinformatics*, 29(2):206-214, 2012 (article)

**Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms**
2012 (article) Submitted

**Structure and Dynamics of Diffusion Networks**
Department of Electrical Engineering, Stanford University, 2012 (phdthesis)

**Existential neuroscience: a functional magnetic resonance imaging investigation of neural responses to reminders of one’s mortality**
*Social Cognitive and Affective Neuroscience*, 7(2):193-198, 2012 (article)

**Active learning for domain adaptation in the supervised classification of remote sensing images**
*IEEE Transactions on Geoscience and Remote Sensing*, 50(11):4468-4483, 2012 (article)

**Blind Deconvolution in Scientific Imaging & Computational Photography**
Eberhard Karls Universität Tübingen, Germany, 2012 (phdthesis)

**Restricted structural equation models for causal inference**
ETH Zurich, Switzerland, 2012 (phdthesis)

**Reinforcement learning to adjust parametrized motor primitives to new situations **
*Autonomous Robots*, 33(4):361-379, 2012 (article)

**On the Empirical Estimation of Integral Probability Metrics**
*Electronic Journal of Statistics*, 6, pages: 1550-1599, 2012 (article)

**Effect of MR contrast agents on quantitative accuracy of PET in combined whole-body PET/MR imaging**
*European Journal of Nuclear Medicine and Molecular Imaging*, 39(11):1756-1766, 2012 (article)

**Multitask Learning in Computational Biology**
*JMLR W\&CP. ICML 2011 Unsupervised and Transfer Learning Workshop*, 27, pages: 207-216, 2012 (article)

**Arabidopsis defense against Botrytis cinerea: chronology and regulation deciphered by high-resolution temporal transcriptomic analysis**
*The Plant Cell Online*, 24(9):3530-3557, 2012, all authors: Oliver Windram,Priyadharshini Madhou,Stuart McHattie,Claire Hill,Richard Hickman,Emma Cooke,Dafyd J. Jenkins,Christopher A. Penfold,Laura Baxter,Emily Breeze,Steven J. Kiddle,Johanna Rhodes,Susanna Atwell,Daniel J. (article)

**Improved Linear Mixed Models for Genome-Wide Association Studies**
*Nature Methods*, 9, pages: 525–526, 2012 (article)

**Calibration of Boltzmann distribution priors in Bayesian data analysis**
*Physical Review E*, 86(6):066705, 2012 (article)

**CSB: A Python framework for computational structural biology**
*Bioinformatics*, 28(22):2996-2997, 2012 (article)

**Design of a Haptic Interface for a Gastrointestinal Endoscopy Simulation**
*Advanced Robotics*, 26(18):2115-2143, 2012 (article)

**Significant global reduction of carbon uptake by water-cycle driven extreme vegetation anomalies**
*Nature Geoscience*, 2012 (article) In revision

**Combinatorial Problems with Submodular Coupling in Machine Learning and Computer Vision**
ETH Zürich, Switzerland, 2012 (phdthesis)

**Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds**
2012 (article) Submitted

**Measurement and calibration of noise bias in weak lensing galaxy shape estimation**
*Monthly Notices of the Royal Astronomical Society*, 427(4):2711-2722, Oxford University Press, 2012 (article)

**Image analysis for cosmology: results from the GREAT10 Galaxy Challenge**
*Monthly Notices of the Royal Astronomical Society*, 423(4):3163-3208, Oxford University Press, 2012 (article)

**Automatische Seitenkettenzuordnung zur NMR Proteinstrukturaufklärung mittels ganzzahliger linearer Programmierung**
University of Tübingen, Germany, 2012 (diplomathesis)

**Nonparametric System Identification and Control for Periodic Error Correction in Telescopes**
University of Stuttgart, 2012 (diplomathesis)

**First SN Discoveries from the Dark Energy Survey**
*The Astronomer's Telegram*, 4668, pages: 1, 2012 (article)

**A sensorimotor paradigm for Bayesian model selection**
*Frontiers in Human Neuroscience*, 6(291):1-16, October 2012 (article)

**Risk-Sensitivity in Bayesian Sensorimotor Integration**
*PLoS Computational Biology*, 8(9):1-7, sep 2012 (article)

**Kernel Methods for Measuring Independence**
*Journal of Machine Learning Research*, 6, pages: 2075-2129, December 2005 (article)

**A Unifying View of Sparse Approximate Gaussian Process Regression**
*Journal of Machine Learning Research*, 6, pages: 1935-1959, December 2005 (article)

**Extension to Kernel Dependency Estimation with Applications to Robotics**
Biologische Kybernetik, Technische Universität Berlin, Berlin, November 2005 (phdthesis)

**Geometrical aspects of statistical learning theory**
Biologische Kybernetik, Darmstadt, Darmstadt, November 2005 (phdthesis)

**Maximal Margin Classification for Metric Spaces**
*Journal of Computer and System Sciences*, 71(3):333-359, October 2005 (article)

**Selective integration of multiple biological data for supervised
network inference**
*Bioinformatics*, 21(10):2488 , October 2005 (article)

**Assessing Approximate Inference for Binary Gaussian Process Classification**
*Journal of Machine Learning Research*, 6, pages: 1679 , October 2005 (article)

**Implicit Surfaces For Modelling
Human Heads**
Biologische Kybernetik, Eberhard-Karls-Universität, Tübingen, September 2005 (diplomathesis)