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time series segmentation

9 papers

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Co-occurring keywords · papers mentioning both

time series (4) time series analysis (2) temporal clustering (1) reparameterization trick (1) sleep staging (1) sleep stage classification (1) computational geometry (1) regularization scheme (1) regulatory network (1) fully convolutional network (1)

Papers

Bayesian Inference in Recurrent Explicit Duration Switching Linear Dynamical Systems AISTATS 2025 Unsupervised Change Point Detection in Multivariate Time Series AISTATS 2024 Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems ICML 2020 U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging NeurIPS 2019 Feature Learning and Automatic Segmentation for Dolphin Communication Analysis Interspeech 2016 Coresets for k-Segmentation of Streaming Data NeurIPS 2014 Maximum Margin Temporal Clustering AISTATS 2012 Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks NeurIPS 2010 Movement extraction by detecting dynamics switches and repetitions NeurIPS 2010