Research

Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models NeurIPS 2009 Adaptive Template Matching with Shift-Invariant Semi-NMF NeurIPS 2008 A mixture model for the evolution of gene expression in non-homogeneous datasets NeurIPS 2008 An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NeurIPS 2008 An improved estimator of Variance Explained in the presence of noise NeurIPS 2008 A spatially varying two-sample recombinant coalescent, with applications to HIV escape response NeurIPS 2008 Characterizing neural dependencies with copula models NeurIPS 2008 Dependent Dirichlet Process Spike Sorting NeurIPS 2008 Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance NeurIPS 2008 Efficient Inference in Phylogenetic InDel Trees NeurIPS 2008 Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG NeurIPS 2008 Estimating vector fields using sparse basis field expansions NeurIPS 2008 Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM NeurIPS 2008 Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity NeurIPS 2008 Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming JMLR 2008 Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control NeurIPS 2008 Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex NeurIPS 2008 Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NeurIPS 2008 Playing Pinball with non-invasive BCI NeurIPS 2008 Predicting the Geometry of Metal Binding Sites from Protein Sequence NeurIPS 2008 Probabilistic detection of short events, with application to critical care monitoring NeurIPS 2008 Spike Feature Extraction Using Informative Samples NeurIPS 2008 Supervised Bipartite Graph Inference NeurIPS 2008 The Infinite Hierarchical Factor Regression Model NeurIPS 2008 Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing NeurIPS 2008