578 citations · 1.1k across the 22 of their papers we have counts for
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cs.DS2021
Dynamic programming by polymorphic semiring algebraic shortcut fusion
Max A. Little, Xi He, Ugur Kayas
Dynamic programming (DP) is an algorithmic design paradigm for the efficient, exact solution of otherwise intractable, combinatorial problems. However, DP algorithm design is often…
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…