139 results
(View BibTeX file of all listed publications)

**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)

**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)

**Causal Inference for Empirical Time Series Based on the Postulate of Independence of Cause and Mechanism**
*53rd Annual Allerton Conference on Communication, Control, and Computing*, September 2015 (talk)

**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)

**Independence of cause and mechanism in brain networks**
*DALI workshop on Networks: Processes and Causality*, April 2015 (talk)

**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)

**Information-Theoretic Implications of Classical and Quantum Causal Structures **
18th Conference on Quantum Information Processing (QIP), 2015 (talk)

**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)

**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)

**The search for single exoplanet transits in the Kepler light curves**
*IAU General Assembly*, 22, pages: 2258352, 2015 (talk)

**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)

**Entropic Movement Complexity Reflects Subjective Creativity Rankings of Visualized Hand Motion Trajectories**
*Frontiers in Psychology*, 6(1879):1-13, December 2015 (article)

**Bounded rationality, abstraction and hierarchical decision-making: an information-theoretic optimality principle**
*Frontiers in Robotics and AI*, 2(27):1-24, October 2015 (article)

**Signaling equilibria in sensorimotor interactions**
*Cognition*, 141, pages: 73-86, August 2015 (article)

**Structure Learning in Bayesian Sensorimotor Integration**
*PLoS Computational Biology*, 11(8):1-27, August 2015 (article)

**A Reward-Maximizing Spiking Neuron as a Bounded Rational Decision Maker**
*Neural Computation*, 27(8):1686-1720, July 2015 (article)

**What is epistemic value in free energy models of learning and acting? A bounded rationality perspective**
*Cognitive Neuroscience*, 6(4):215-216, December 2015 (article)

**BCPy2000**
Workshop "Machine Learning Open-Source Software" at NIPS, December 2008 (talk)

**Logistic Regression for Graph Classification**
NIPS Workshop on "Structured Input - Structured Output" (NIPS SISO), December 2008 (talk)

**New Projected Quasi-Newton Methods with Applications**
Microsoft Research Tech-talk, December 2008 (talk)

**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)

**gBoost: A Mathematical Programming Approach to Graph Classification and Regression**
*Machine Learning*, 75(1):69-89, November 2008 (article)

**Machine Learning for Motor Skills in Robotics**
*K{\"u}nstliche Intelligenz*, 2008(4):41-43, November 2008 (article)