Research

Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks NeurIPS 2010 Mixture of time-warped trajectory models for movement decoding NeurIPS 2010 Multitask Learning for Brain-Computer Interfaces AISTATS 2010 Penalized Principal Component Regression on Graphs for Analysis of Subnetworks NeurIPS 2010 Probabilistic Multi-Task Feature Selection NeurIPS 2010 Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models NeurIPS 2010 Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models NeurIPS 2010 Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NeurIPS 2010 Switching state space model for simultaneously estimating state transitions and nonstationary firing rates NeurIPS 2010 Variational Inference over Combinatorial Spaces NeurIPS 2010 A Biologically Plausible Model for Rapid Natural Scene Identification NeurIPS 2009 An Ab-initio tree-based exploration to enhance sampling of low-energy protein conformations RSS 2009 Bayesian estimation of orientation preference maps NeurIPS 2009 Bayesian Source Localization with the Multivariate Laplace Prior NeurIPS 2009 Clustering sequence sets for motif discovery NeurIPS 2009 Discriminative Network Models of Schizophrenia NeurIPS 2009 Estimating image bases for visual image reconstruction from human brain activity NeurIPS 2009 Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NeurIPS 2009 fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NeurIPS 2009 Heterogeneous multitask learning with joint sparsity constraints NeurIPS 2009 Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions NeurIPS 2009 Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NeurIPS 2009 Noise Characterization, Modeling, and Reduction for In Vivo Neural Recording NeurIPS 2009 Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EEG Classification NeurIPS 2009 Subject independent EEG-based BCI decoding NeurIPS 2009