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Time Series

431 papers

Papers per year

5
4
46
57
'10
'15
'20
'25

Papers

Online allocation and homogeneous partitioning for piecewise constant mean-approximation NIPS 2012
Density-Difference Estimation NIPS 2012
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach NIPS 2011
Dynamical segmentation of single trials from population neural data NIPS 2011
A More Powerful Two-Sample Test in High Dimensions using Random Projection NIPS 2011
Continuous-Time Regression Models for Longitudinal Networks NIPS 2011
Learning Auto-regressive Models from Sequence and Non-sequence Data NIPS 2011
Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment NIPS 2011
Maximum Covariance Unfolding : Manifold Learning for Bimodal Data NIPS 2011
Inference in continuous-time change-point models NIPS 2011
Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NIPS 2010
Movement extraction by detecting dynamics switches and repetitions NIPS 2010
Sample Complexity of Testing the Manifold Hypothesis NIPS 2010
A Bayesian Approach to Concept Drift NIPS 2010
On the Convexity of Latent Social Network Inference NIPS 2010
White Functionals for Anomaly Detection in Dynamical Systems NIPS 2009
Non-stationary continuous dynamic Bayesian networks NIPS 2009
Canonical Time Warping for Alignment of Human Behavior NIPS 2009
Variational Gaussian-process factor analysis for modeling spatio-temporal data NIPS 2009
Statistical Consistency of Top-k Ranking NIPS 2009
Efficient Inference in Phylogenetic InDel Trees NIPS 2008
Probabilistic detection of short events, with application to critical care monitoring NIPS 2008
Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control NIPS 2008
Non-stationary dynamic Bayesian networks NIPS 2008
Scalable Algorithms for String Kernels with Inexact Matching NIPS 2008