469 citations · 2k across the 43 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
math.ST2015★ 183 cited
A Complete Recipe for Stochastic Gradient MCMC
Yi-An Ma, Tianqi Chen, Emily B. Fox
Many recent Markov chain Monte Carlo (MCMC) samplers leverage continuous dynamics to define a transition kernel that efficiently explores a target distribution. In tandem, a focus…
stat.AP2015★ 4 cited
Achieving a Hyperlocal Housing Price Index: Overcoming Data Sparsity by Bayesian Dynamical Modeling of Multiple Data Streams
You Ren, Emily B. Fox, Andrew Bruce
Understanding how housing values evolve over time is important to policy makers, consumers and real estate professionals. Existing methods for constructing housing indices are comp…
stat.ME2015★ 9 cited
Bayesian Structure Learning for Stationary Time Series
Alex Tank, Nicholas Foti, Emily Fox
While much work has explored probabilistic graphical models for independent data, less attention has been paid to time series. The goal in this setting is to determine conditional…