375 results
(View BibTeX file of all listed publications)

**Domain Generalization via Invariant Feature Representation**
30th International Conference on Machine Learning (ICML2013), 2013 (talk)

**Finding Potential Support Vectors in Separable Classification Problems**
*IEEE Transactions on Neural Networks and Learning Systems*, 24(11):1799-1813, 2013 (article)

**Open-Box Spectral Clustering: Applications to Medical Image Analysis**
*IEEE Transactions on Visualization and Computer Graphics*, 19(12):2100-2108, 2013 (article)

**im3shape: a maximum likelihood galaxy shear measurement code for cosmic gravitational lensing**
*Monthly Notices of the Royal Astronomical Society*, 434(2):1604-1618, Oxford University Press, 2013 (article)

**Accurate detection of differential RNA processing**
*Nucleic Acids Research*, 41(10):5189-5198, 2013 (article)

**Detecting regulatory gene–environment interactions with unmeasured environmental factors**
*Bioinformatics*, 29(11):1382-1389, 2013 (article)

**Fragmentation of Slow Wave Sleep after Onset of Complete Locked-In State**
*Journal of Clinical Sleep Medicine*, 9(9):951-953, 2013 (article)

Braun, D
**Structural learning**
*Scholarpedia*, 8(10):12312, October 2013 (article)

**The effect of model uncertainty on cooperation in sensorimotor interactions**
*Journal of the Royal Society Interface*, 10(87):1-11, October 2013 (article)

**Thermodynamics as a theory of decision-making with information-processing costs**
*Proceedings of the Royal Society of London A*, 469(2153):1-18, May 2013 (article)

**Support Vector Machines, Support Measure Machines, and Quasar Target Selection**
Center for Cosmology and Particle Physics (CCPP), New York University, December 2012 (talk)

**Hilbert Space Embedding for Dirichlet Process Mixtures**
NIPS Workshop on Confluence between Kernel Methods and Graphical Models, December 2012 (talk)

**Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices**
*IEEE Transactions on Pattern Analysis and Machine Intelligence*, 35(9):2161-2174, December 2012 (article)

**Hippocampal-Cortical Interaction during Periods of Subcortical Silence**
*Nature*, 491, pages: 547-553, November 2012 (article)

**Thermodynamic limits of dynamic cooling**
*Physical Review E*, 84(4):16, October 2012 (article)

**GLIDE: GPU-Based Linear Regression for Detection of Epistasis**
*Human Heredity*, 73(4):220-236, September 2012 (article)

**Fast projection onto mixed-norm balls with applications**
*Minining and Knowledge Discovery (DMKD)*, 25(2):358-377, September 2012 (article)

**Bayesian estimation of free energies from equilibrium simulations**
*Physical Review Letters*, 109(10):5, September 2012 (article)

**PAC-Bayesian Inequalities for Martingales **
*IEEE Transactions on Information Theory*, 58(12):7086-7093, June 2012 (article)

**Entropy Search for Information-Efficient Global Optimization**
*Journal of Machine Learning Research*, 13, pages: 1809-1837, -, June 2012 (article)

**A Neuromorphic Architecture for Object Recognition and Motion Anticipation Using Burst-STDP**
*PLoS ONE*, 7(5):17, May 2012 (article)

**Simultaneous small animal PET/MR in activated and resting state reveals multiple brain networks**
20th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), May 2012 (talk)

**Online Kernel-based Learning for Task-Space Tracking Robot Control**
*IEEE Transactions on Neural Networks and Learning Systems*, 23(9):1417-1425, May 2012 (article)

**Blind Retrospective Motion Correction of MR Images**
20th Annual Scientific Meeting ISMRM, May 2012 (poster)

**glm-ie: The Generalised Linear Models Inference and Estimation Toolbox**
*Journal of Machine Learning Research*, 13, pages: 1699-1703, May 2012 (article)

**Information-geometric approach to inferring causal directions**
*Artificial Intelligence*, 182-183, pages: 1-31, May 2012 (article)

**A new PET insert for simultaneous PET/MR small animal imaging**
20th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), May 2012 (talk)

**Sparse regularized regression identifies behaviorally-relevant stimulus features from psychophysical data**
*Journal of the Acoustical Society of America*, 131(5):3953-3969, May 2012 (article)

**Feature Selection via Dependence Maximization**
*Journal of Machine Learning Research*, 13, pages: 1393-1434, May 2012 (article)

**High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces**
*Journal of Neural Engineering*, 9(4):046001, May 2012 (article)

**ShapePheno: Unsupervised extraction of shape phenotypes from biological image collections**
*Bioinformatics*, 28(7):1001-1008, April 2012 (article)

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

**Evaluation of a new, large field of view, small animal PET/MR system**
50. Jahrestagung der Deutschen Gesellschaft fuer Nuklearmedizin (NuklearMedizin), April 2012 (talk)

**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)

**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

**Identifying endogenous rhythmic spatio-temporal patterns in micro-electrode array recordings**
9th annual Computational and Systems Neuroscience meeting (Cosyne), 2012 (poster)

**Reconstruction using Gaussian mixture models**
2012 Gordon Research Conference on Three-Dimensional Electron Microscopy (3DEM), 2012 (poster)

Muandet, K.
**Support Measure Machines for Quasar Target Selection**
Astro Imaging Workshop, 2012 (talk)