19 citations · 59 across the 11 of their papers we have counts for
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cs.IT2018
Measuring Sample Path Causal Influences with Relative Entropy
Gabriel Schamberg, Todd P. Coleman
We present a sample path dependent measure of causal influence between time series. The proposed causal measure is a random sequence, a realization of which enables identification…
cs.IT2018★ 1 cited
A Sample Path Measure of Causal Influence
Gabriel Schamberg, Todd P. Coleman
We present a sample path dependent measure of causal influence between two time series. The proposed measure is a random variable whose expected sum is the directed information. A…
stat.CO2018★ 2 cited
Bayesian Lasso Posterior Sampling via Parallelized Measure Transport
Marcela Mendoza, Alexis Allegra, Todd P. Coleman
It is well known that the Lasso can be interpreted as a Bayesian posterior mode estimate with a Laplacian prior. Obtaining samples from the full posterior distribution, the Bayesia…