41 citations · 51 across the 5 of their papers we have counts for
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stat.CO2013★ 41 cited
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions
Shiwei Lan, Bo Zhou, Babak Shahbaba
We propose a new Markov Chain Monte Carlo (MCMC) method for constrained target distributions. Our method first maps the -dimensional constrained domain of parameters to the unit…
stat.AP2013★ 7 cited
A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons
Babak Shahbaba, Bo Zhou, Shiwei Lan +3
We propose a scalable semiparametric Bayesian model to capture dependencies among multiple neurons by detecting their co-firing (possibly with some lag time) patterns over time. Af…