100 citations · 266 across the 9 of their papers we have counts for
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cs.AI2015★ 22 cited
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data
Vikash Mansinghka, Patrick Shafto, Eric Jonas +3
There is a widespread need for statistical methods that can analyze high-dimensional datasets with- out imposing restrictive or opaque modeling assumptions. This paper describes a…
cs.AI2014★ 13 cited
Building fast Bayesian computing machines out of intentionally stochastic, digital parts
Vikash Mansinghka, Eric Jonas
The brain interprets ambiguous sensory information faster and more reliably than modern computers, using neurons that are slower and less reliable than logic gates. But Bayesian in…