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…
math.OC2015★ 7 cited
Convex programming with fast proximal and linear operators
Matt Wytock, Po-Wei Wang, J. Zico Kolter
We present Epsilon, a system for general convex programming using fast linear and proximal operators. As with existing convex programming frameworks, users specify convex optimizat…