Abstract: This paper gives a unified theoretical view of the Dynamic Time Warping (DTW) and the Hidden Markov Model (HMM) techniques for speech recognition problems. The application of hidden Markov ...

This is followed by a detailed discussion of three issues not treated in the literature: alternatives to the Baum-Welch algorithm; critical facets of the implementation of the algorithms, with ...

Title Optimal spaced seeds for hidden Markov models, with applications to homologous coding regions ...

Topics include mathematical models for financial instruments, Brownian motion ... and diffusions. Entropy production for Markov processes, connections with optimal transport, gradient flows.

Simons Foundation Fellowship Fellow of the American Mathematical Society SIAM Fellow ... occurrence of various properties in several models of a random graph. In addition I have studied the expected ...

This methodological advancement holds potential for application in diverse contexts, such as linking mechanistic models of signalling pathways to transcriptional data. Cells must adopt flexible ...