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Methods

1,725 papers (1 classified directly here)

Subtopics

Time Series Analysis (832) Data Mining (651) Time Series (431)

Papers per year

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Papers (including subtopics)

Gaussian Process Conditional Copulas with Applications to Financial Time Series NIPS 2013
Memory Limited, Streaming PCA NIPS 2013
Matrix Completion From any Given Set of Observations NIPS 2013
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
Documents as multiple overlapping windows into grids of counts NIPS 2013
Multilinear Dynamical Systems for Tensor Time Series NIPS 2013
A Latent Source Model for Nonparametric Time Series Classification NIPS 2013
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators. NIPS 2013
Nonparametric Multi-group Membership Model for Dynamic Networks NIPS 2013
What do row and column marginals reveal about your dataset? NIPS 2013
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation NIPS 2013
Speeding up Permutation Testing in Neuroimaging NIPS 2013
On Flat versus Hierarchical Classification in Large-Scale Taxonomies NIPS 2013
Rapid Distance-Based Outlier Detection via Sampling NIPS 2013
Locally Adaptive Bayesian Multivariate Time Series NIPS 2013
Sparse Principal Component Analysis for High Dimensional Multivariate Time Series AISTATS 2013
Stochastic blockmodeling of relational event dynamics AISTATS 2013
Dynamic Copula Networks for Modeling Real-valued Time Series AISTATS 2013
Mixed LICORS: A Nonparametric Algorithm for Predictive State Reconstruction AISTATS 2013
DYNACARE: Dynamic Cardiac Arrest Risk Estimation AISTATS 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013
Online Learning for Time Series Prediction COLT 2013
Sparse Adaptive Dirichlet-Multinomial-like Processes COLT 2013
Unsupervised Random Forest Manifold Alignment for Lipreading ICCV 2013
Shape Index Descriptors Applied to Texture-Based Galaxy Analysis ICCV 2013