2 citations · 4 across the 7 of their papers we have counts for
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cs.LG2021
Few-shot time series segmentation using prototype-defined infinite hidden Markov models
Yazan Qarout, Yordan P. Raykov, Max A. Little
We propose a robust framework for interpretable, few-shot analysis of non-stationary sequential data based on flexible graphical models to express the structured distribution of se…
cs.LG2020
Controlling for sparsity in sparse factor analysis models: adaptive latent feature sharing for piecewise linear dimensionality reduction
Adam Farooq, Yordan P. Raykov, Petar Raykov +1
Ubiquitous linear Gaussian exploratory tools such as principle component analysis (PCA) and factor analysis (FA) remain widely used as tools for: exploratory analysis, pre-processi…