64 citations · 65 across the 3 of their papers we have counts for
3 papers
stat.ME2023★ 1 cited
Maximum Likelihood Estimates of Parameters in Generalized Gamma Distribution with SeLF Algorithm
Yufei Cai
This undergraduate thesis focuses on calculating maximum likelihood estimates of parameters in the generalized Gamma distribution using the SeLF algorithm. As an extension of the G…
cs.PL2017★ 64 cited
Denotational validation of higher-order Bayesian inference
Adam Ścibior, Ohad Kammar, Matthijs Vákár +7
We present a modular semantic account of Bayesian inference algorithms for probabilistic programming languages, as used in data science and machine learning. Sophisticated inferenc…
cs.PL2013
A Theory of Changes for Higher-Order Languages - Incrementalizing λ-Calculi by Static Differentiation
Yufei Cai, Paolo G. Giarrusso, Tillmann Rendel +1
If the result of an expensive computation is invalidated by a small change to the input, the old result should be updated incrementally instead of reexecuting the whole computation…