Efficient maximum likelihood parameterization of continuous-time Markov processes

This afternoon, I spoke on our recent work on arXiv on efficient estimation of continuous-time Markov processes (master equations) from discrete-time data. Check out the slide deck!

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Optimal Markov Models: Formulation & Pursuit

I spoke this afternoon about our recent work [on arXiv] on the parameterization and cross-validation of Markovian models of molecular kinetics. The talk focus on the theory for a variational formulation of low-rank approximations to the kinetics of reversible dynamical systems. Check out the slide deck!

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