205 results
(View BibTeX file of all listed publications)

**Dissecting the synapse- and frequency-dependent network mechanisms of in vivo hippocampal sharp wave-ripples**
*Neuron*, 100(5):1224-1240, 2018 (article)

**Two-qubit causal structures and the geometry of positive qubit-maps**
*New Journal of Physics*, 20(8):083015, 2018 (article)

**In-Hand Object Stabilization by Independent Finger Control**
*IEEE Transactions on Robotics*, 2018 (article) Submitted

**Visualizing and understanding Sum-Product Networks**
*Machine Learning*, 2018 (article)

**Large sample analysis of the median heuristic**
2018 (misc) In preparation

**Probabilistic Ordinary Differential Equation Solvers — Theory and Applications**
Eberhard Karls Universität Tübingen, Germany, 2018 (phdthesis)

** A machine learning approach to taking EEG-based computer interfaces out of the lab**
Graduate Training Centre of Neuroscience, IMPRS, Eberhard Karls Universität Tübingen, Germany, 2018 (phdthesis)

**Non-Equilibrium Relations for Bounded Rational Decision-Making in Changing Environments**
*Entropy*, 20(1:1):1-28, January 2018 (article)

**easyGWAS: An Integrated Computational Framework for Advanced Genome-Wide Association Studies**
Eberhard Karls Universität Tübingen, November 2015 (phdthesis)

**Quantifying changes in climate variability and extremes: Pitfalls and their overcoming**
*Geophysical Research Letters*, 42(22):9990-9998, November 2015 (article)

**Diversity of sharp wave-ripple LFP signatures reveals differentiated brain-wide dynamical events**
*Proceedings of the National Academy of Sciences U.S.A*, 112(46):E6379-E6387, November 2015 (article)

**Causal Discovery Beyond Conditional Independences**
Eberhard Karls Universität Tübingen, Germany, October 2015 (phdthesis)

**Noise masking of White’s illusion exposes the weakness of current spatial filtering models of lightness perception**
*Journal of Vision*, 15(14):1-17, October 2015 (article)

**From Points to Probability Measures: A Statistical Learning on Distributions with Kernel Mean Embedding**
University of Tübingen, Germany, University of Tübingen, Germany, September 2015 (phdthesis)

**Machine Learning Approaches to Image Deconvolution**
University of Tübingen, Germany, University of Tübingen, Germany, September 2015 (phdthesis)

**Shifts of Gamma Phase across Primary Visual Cortical Sites Reflect Dynamic Stimulus-Modulated Information Transfer**
*PLOS Biology*, 13(9):e1002257, September 2015 (article)

**Semi-Supervised Interpolation in an Anticausal Learning Scenario**
*Journal of Machine Learning Research*, 16, pages: 1923-1948, September 2015 (article)

**Testing the role of luminance edges in White’s illusion with contour adaptation**
*Journal of Vision*, 15(11):1-16, August 2015 (article)

**Blind Retrospective Motion Correction of MR Images**
University of Tübingen, Germany, May 2015 (phdthesis)

**Blind multirigid retrospective motion correction of MR images**
*Magnetic Resonance in Medicine*, 73(4):1457-1468, April 2015 (article)

**A quantum advantage for inferring causal structure**
*Nature Physics*, 11(5):414-420, March 2015 (article)

**Positive definite matrices and the S-divergence**
*Proceedings of the American Mathematical Society*, 2015, Published electronically: October 22, 2015 (article)

**Likelihood and Consilience: On Forster’s Counterexamples to the Likelihood Theory of Evidence**
*Philosophy of Science, Supplementary Volume 2015*, 82(5):930-940, 2015 (article)

**Structural Intervention Distance (SID) for Evaluating Causal Graphs**
*Neural Computation *, 27(3):771-799, 2015 (article)

**Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression**
*Nature Biotechnology*, 33, pages: 51-57, 2015 (article)

**On the Intersection Property of Conditional Independence and its Application to Causal Discovery**
*Journal of Causal Inference*, 3(1):97-108, 2015 (article)

**Probabilistic Interpretation of Linear Solvers**
*SIAM Journal on Optimization*, 25(1):234-260, 2015 (article)

**Towards denoising XMCD movies of fast magnetization dynamics using extended Kalman filter**
*Ultramicroscopy*, 148, pages: 115-122, 2015 (article)

**Developing biorobotics for veterinary research into cat movements**
*Journal of Veterinary Behavior: Clinical Applications and Research*, 10(3):248-254, 2015 (article)

**Spatial statistics and attentional dynamics in scene viewing**
*Journal of Vision*, 15(1):1-17, 2015 (article)

**The Randomized Causation Coefficient**
*Journal of Machine Learning*, 16, pages: 2901-2907, 2015 (article)

**Genome-wide analysis of local chromatin packing in Arabidopsis thaliana**
*Genome Research*, 25(2):246-256, 2015 (article)

**Causal interpretation rules for encoding and decoding models in neuroimaging**
*NeuroImage*, 110, pages: 48–59, 2015 (article)

**Computing Functions of Random Variables via Reproducing Kernel Hilbert Space Representations**
*Statistics and Computing *, 25(4):755-766, 2015 (article)

**Artificial intelligence: Learning to see and act**
*Nature, News & Views*, 518(7540):486-487, 2015 (article)

**Context affects lightness at the level of surfaces**
*Journal of Vision*, 15(1):1-15, 2015 (article)

**Segmentation-based attenuation correction in positron emission tomography/magnetic resonance: erroneous tissue identification and its impact on positron emission tomography interpretation**
*Investigative Radiology*, 50(5):339-346, 2015 (article)

**A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis**
Graduate Training Centre of Neuroscience, University of Tübingen, Germany, 2015 (mastersthesis)

**Active Reward Learning with a Novel Acquisition Function**
*Autonomous Robots*, 39(3):389-405, 2015 (article)

**Improved Bayesian Information Criterion for Mixture Model Selection**
*Pattern Recognition Letters*, 69, pages: 22-27, 2015 (article)

**A systematic search for transiting planets in the K2 data**
*The Astrophysical Journal*, 806(2), 2015 (article)

**Learning Movement Primitive Attractor Goals and Sequential Skills from Kinesthetic Demonstrations**
*Robotics and Autonomous Systems*, 74, Part A, pages: 97-107, 2015 (article)

**Bayesian Optimization for Learning Gaits under Uncertainty**
*Annals of Mathematics and Artificial Intelligence*, pages: 1-19, 2015 (article)

**Assessment of murine brain tissue shrinkage caused by different histological fixatives using magnetic resonance and computed tomography imaging**
*Histology and Histopathology*, 30(5):601-613, 2015 (article)

**Correlation matrix nearness and completion under observation uncertainty**
*IMA Journal of Numerical Analysis*, 35(1):325-340, 2015 (article)

**Quantitative evaluation of segmentation- and atlas- based attenuation correction for PET/MR on pediatric patients**
*Journal of Nuclear Medicine*, 56(7):1067-1074, 2015 (article)

**Sequential Image Deconvolution Using Probabilistic Linear Algebra**
Technical University of Munich, Germany, 2015 (mastersthesis)

**Probabilistic numerics and uncertainty in computations**
*Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences*, 471(2179), 2015 (article)

**Mass and galaxy distributions of four massive galaxy clusters from Dark Energy Survey Science Verification data**
*Monthly Notices of the Royal Astronomical Society*, 449(3):2219-2238, Oxford University Press, 2015 (article)

**Causal Inference in Neuroimaging**
Graduate Training Centre of Neuroscience, University of Tübingen, Germany, 2015 (mastersthesis)