456 citations · 984 across the 34 of their papers we have counts for
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stat.ME2015★ 2 cited
Modeling Persistent Trends in Distributions
Jonas Mueller, Tommi Jaakkola, David Gifford
We present a nonparametric framework to model a short sequence of probability distributions that vary both due to underlying effects of sequential progression and confounding noise…
stat.ML2015★ 22 cited
Principal Differences Analysis: Interpretable Characterization of Differences between Distributions
Jonas Mueller, Tommi Jaakkola
We introduce principal differences analysis (PDA) for analyzing differences between high-dimensional distributions. The method operates by finding the projection that maximizes the…