59 citations · 82 across the 4 of their papers we have counts for
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stat.ML2015
Probabilistic Segmentation via Total Variation Regularization
Matt Wytock, J. Zico Kolter
We present a convex approach to probabilistic segmentation and modeling of time series data. Our approach builds upon recent advances in multivariate total variation regularization…
stat.ML2013
Contextually Supervised Source Separation with Application to Energy Disaggregation
Matt Wytock, J. Zico Kolter
We propose a new framework for single-channel source separation that lies between the fully supervised and unsupervised setting. Instead of supervision, we provide input features f…