97 results
(View BibTeX file of all listed publications)

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

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

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

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

**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)

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

**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)

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

**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)

**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
Bousquet, O.
**Statistical Learning Theory**
Machine Learning Summer School, August 2003 (talk)

**Remarks on Statistical Learning Theory**
Machine Learning Summer School, August 2003 (talk)

**Statistical Learning Theory, Capacity and Complexity**
*Complexity*, 8(4):87-94, July 2003 (article)

**Dealing with large Diagonals in Kernel Matrices**
*Annals of the Institute of Statistical Mathematics*, 55(2):391-408, June 2003 (article)

**The em Algorithm for Kernel Matrix Completion with Auxiliary Data**
*Journal of Machine Learning Research*, 4, pages: 67-81, May 2003 (article)

**Constructing Descriptive and Discriminative Non-linear Features: Rayleigh Coefficients in Kernel Feature Spaces**
*IEEE Transactions on Pattern Analysis and Machine Intelligence*, 25(5):623-628, May 2003 (article)

**Tractable Inference for Probabilistic Data Models**
*Complexity*, 8(4):64-68, April 2003 (article)

**Feature selection and transduction for prediction of molecular bioactivity for drug design**
*Bioinformatics*, 19(6):764-771, April 2003 (article)

**Rademacher and Gaussian averages in Learning Theory**
Universite de Marne-la-Vallee, March 2003 (talk)

ei
Bousquet, O., Schölkopf, B.
**Statistical Learning Theory**
March 2003 (talk)

**Use of the Zero-Norm with Linear Models and Kernel Methods**
*Journal of Machine Learning Research*, 3, pages: 1439-1461, March 2003 (article)

**Concentration Inequalities and Data-Dependent Error Bounds**
Uni. Jena, February 2003 (talk)

**Introduction: Robots with Cognition?**
6, pages: 38, (Editors: H.H. Bülthoff, K.R. Gegenfurtner, H.A. Mallot, R. Ulrich, F.A. Wichmann), 6. T{\"u}binger Wahrnehmungskonferenz (TWK), February 2003 (talk)

**An Introduction to Variable and Feature Selection.**
*Journal of Machine Learning*, 3, pages: 1157-1182, 2003 (article)

**New Approaches to Statistical Learning Theory**
*Annals of the Institute of Statistical Mathematics*, 55(2):371-389, 2003 (article)