51 citations · 51 across the 1 of their papers we have counts for
2 papers
cs.PL2019
Generating Correctness Proofs with Neural Networks
Alex Sanchez-Stern, Yousef Alhessi, Lawrence Saul +1
Foundational verification allows programmers to build software which has been empirically shown to have high levels of assurance in a variety of important domains. However, the cos…
cs.LG2013★ 51 cited
Large Deviation Methods for Approximate Probabilistic Inference
Michael Kearns, Lawrence Saul
We study two-layer belief networks of binary random variables in which the conditional probabilities Pr[childlparents] depend monotonically on weighted sums of the parents. In larg…