conftrace_

time series segmentation

6 papers

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Co-occurring keywords

time series (435) temporal clustering (11) reparameterization trick (32) sleep staging (11) sleep stage classification (8) computational geometry (14) fully convolutional network (114) switching dynamical system (6) pattern discovery (26) physiological time series (2)

Papers

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 NIPS 2019
Feature Learning and Automatic Segmentation for Dolphin Communication Analysis INTERSPEECH 2016
Coresets for k-Segmentation of Streaming Data NIPS 2014
Maximum Margin Temporal Clustering AISTATS 2012