Sequence Modeling

Toward High-Performance Language-Independent Query-by-Example Spoken Term Detection for MediaEval 2015: Post-Evaluation Analysis Interspeech 2016 COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NeurIPS 2015 Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NeurIPS 2015 High-dimensional neural spike train analysis with generalized count linear dynamical systems NeurIPS 2015 Pointer Networks NeurIPS 2015 Semi-supervised Sequence Learning NeurIPS 2015 Supervised Learning for Dynamical System Learning NeurIPS 2015 Robust learning of inhomogeneous PMMs AISTATS 2014 Sign Spotting using Hierarchical Sequential Patterns with Temporal Intervals CVPR 2014 Spectral Learning of Mixture of Hidden Markov Models NeurIPS 2014 The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities CVPR 2014 Understanding Protein Dynamics with L1-Regularized Reversible Hidden Markov Models ICML 2014 Relative Hidden Markov Models for Evaluating Motion Skill CVPR 2013 Representing and Discovering Adversarial Team Behaviors Using Player Roles CVPR 2013 Small-Variance Asymptotics for Hidden Markov Models NeurIPS 2013 Unsupervised Spectral Learning of Finite State Transducers NeurIPS 2013 Expectation Propagation in Gaussian Process Dynamical Systems NeurIPS 2012 Forward-Backward Activation Algorithm for Hierarchical Hidden Markov Models NeurIPS 2012 Link Prediction in Graphs with Autoregressive Features NeurIPS 2012 Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions NeurIPS 2012 Slice Normalized Dynamic Markov Logic Networks NeurIPS 2012 Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NeurIPS 2012 Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NeurIPS 2012 A Model for Temporal Dependencies in Event Streams NeurIPS 2011 Comparative Analysis of Viterbi Training and Maximum Likelihood Estimation for HMMs NeurIPS 2011