193 citations
- Duke UniversityUS7 papers
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- Information and Mathematical Science and Bioinformatics (Japan)JP6 papers
- Japan Science and Technology AgencyJP5 papers
- Georgia Institute of TechnologyUS4 papers
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10 papers · 1 filter
Statistical and Computational Guarantees for the Baum-Welch Algorithm
Fanny Yang, Sivaraman Balakrishnan, Martin J. Wainwright
The Hidden Markov Model (HMM) is one of the mainstays of statistical modeling of discrete time series, with applications including speech recognition, computational biology, comput…
Fast algorithm for periodic density fitting for Bloch waves
Jianfeng Lu, Lexing Ying
We propose an efficient algorithm for density fitting of Bloch waves for Hamiltonian operators with periodic potential. The algorithm is based on column selection and random Fourie…
SnapVX: A Network-Based Convex Optimization Solver
David Hallac, Christopher Wong, Steven Diamond +4
SnapVX is a high-performance Python solver for convex optimization problems defined on networks. For these problems, it provides a fast and scalable solution with guaranteed global…
Sub-Riemannian Fast Marching in SE(2)
Gonzalo Sanguinetti, Erik Bekkers, Remco Duits +3
We propose a Fast Marching based implementation for computing sub-Riemanninan (SR) geodesics in the roto-translation group SE(2), with a metric depending on a cost induced by the i…
A Model for Competition for Ribosomes in the Cell
Alon Raveh, Michael Margaliot, Eduardo D. Sontag +1
Large-scale simultaneous mRNA translation and the resulting competition for the available ribosomes has important implications to the cell's functioning and evolution. Developing a…
Lattice inputs to Flavor Physics
Michele Della Morte
We review recent lattice results for quark masses and low-energy hadronic parameters relevant for flavor physics. We do that by describing the FLAG initiative, with emphasis on its…