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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)

Learning Probability Measures with respect to Optimal Transport Metrics NIPS 2012
Multiplicative Forests for Continuous-Time Processes NIPS 2012
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
Expectation Propagation in Gaussian Process Dynamical Systems NIPS 2012
Online allocation and homogeneous partitioning for piecewise constant mean-approximation NIPS 2012
Density-Difference Estimation NIPS 2012
Learning Temporal Association Rules on Symbolic Time Sequences ACML 2012
Factorized Diffusion Map Approximation AISTATS 2012
Gaussian Processes for time-marked time-series data AISTATS 2012
Detecting Network Cliques with Radon Basis Pursuit AISTATS 2012
Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling AISTATS 2012
Pattern for Python JMLR 2012
Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs JMLR 2012
Priors over Recurrent Continuous Time Processes NIPS 2011
Bayesian Bias Mitigation for Crowdsourcing NIPS 2011
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach NIPS 2011
Large-Scale Sparse Principal Component Analysis with Application to Text Data NIPS 2011
Ranking annotators for crowdsourced labeling tasks NIPS 2011
Dynamical segmentation of single trials from population neural data NIPS 2011
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011
Data Skeletonization via Reeb Graphs NIPS 2011
History distribution matching method for predicting effectiveness of HIV combination therapies NIPS 2011
A More Powerful Two-Sample Test in High Dimensions using Random Projection NIPS 2011
Improving Topic Coherence with Regularized Topic Models NIPS 2011
Continuous-Time Regression Models for Longitudinal Networks NIPS 2011