conftrace_

time series

435 papers

Explore in graph

Also known as

TS

Co-occurring keywords

time series analysis (175) representation learning (6206) gaussian process (1200) bayesian inference (1907) variational inference (2069) causal inference (1630) causal discovery (460) dynamical system (398) time series forecasting (364) recurrent neural network (1790)

Papers

Stochastic variational inference for hidden Markov models NIPS 2014
Metric Learning for Temporal Sequence Alignment NIPS 2014
Coresets for k-Segmentation of Streaming Data NIPS 2014
Gaussian Process Volatility Model NIPS 2014
Modeling Deep Temporal Dependencies with Recurrent Grammar Cells"" NIPS 2014
Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NIPS 2014
A Wild Bootstrap for Degenerate Kernel Tests NIPS 2014
Extracting Latent Structure From Multiple Interacting Neural Populations NIPS 2014
Tree-structured Gaussian Process Approximations NIPS 2014
Stochastic Variational Inference for Bayesian Time Series Models ICML 2014
Covariance shrinkage for autocorrelated data NIPS 2014
Explicit Link Between Periodic Covariance Functions and State Space Models AISTATS 2014
Clustering Hidden Markov Models with Variational HEM JMLR 2014
Structured Recurrent Temporal Restricted Boltzmann Machines ICML 2014
Forecastable Component Analysis ICML 2013
Spectral Learning of Hidden Markov Models from Dynamic and Static Data ICML 2013
Dynamic Copula Networks for Modeling Real-valued Time Series AISTATS 2013
Training and Analysing Deep Recurrent Neural Networks NIPS 2013
Parsing epileptic events using a Markov switching process model for correlated time series ICML 2013
Event Recognition in Photo Collections with a Stopwatch HMM ICCV 2013
Multilinear Dynamical Systems for Tensor Time Series NIPS 2013
Causal Inference on Time Series using Restricted Structural Equation Models NIPS 2013
Slice Normalized Dynamic Markov Logic Networks NIPS 2012
Expectation Propagation in Gaussian Process Dynamical Systems NIPS 2012
Reducing statistical time-series problems to binary classification NIPS 2012