Methods

Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs JMLR 2012 Gaussian Processes for time-marked time-series data AISTATS 2012 Learning about Canonical Views from Internet Image Collections NeurIPS 2012 Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NeurIPS 2012 Learning Probability Measures with respect to Optimal Transport Metrics NeurIPS 2012 Learning Temporal Association Rules on Symbolic Time Sequences ACML 2012 Learning with Partially Absorbing Random Walks NeurIPS 2012 Link Prediction in Graphs with Autoregressive Features NeurIPS 2012 Locating Changes in Highly Dependent Data with Unknown Number of Change Points NeurIPS 2012 Modelling Reciprocating Relationships with Hawkes Processes NeurIPS 2012 Multiplicative Forests for Continuous-Time Processes NeurIPS 2012 One Permutation Hashing NeurIPS 2012 Online allocation and homogeneous partitioning for piecewise constant mean-approximation NeurIPS 2012 Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NeurIPS 2012 Pattern for Python JMLR 2012 Reducing statistical time-series problems to binary classification NeurIPS 2012 Scalable Inference of Overlapping Communities NeurIPS 2012 Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NeurIPS 2012 A Model for Temporal Dependencies in Event Streams NeurIPS 2011 A More Powerful Two-Sample Test in High Dimensions using Random Projection NeurIPS 2011 A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011 Bayesian Bias Mitigation for Crowdsourcing NeurIPS 2011 Bayesian Partitioning of Large-Scale Distance Data NeurIPS 2011 Confidence Sets for Network Structure NeurIPS 2011 Continuous-Time Regression Models for Longitudinal Networks NeurIPS 2011