Sanjay Lall

Probabilistic Modeling Using Tree Linear Cascades

2022 · arXiv (Cornell University)

We introduce tree linear cascades, a class of linear structural equation models for which the error variables are uncorrelated but need not be Gaussian nor independent. We show that, in spite of this weak assumption, …

Satisfiability.jl: Satisfiability Modulo Theories in Julia

2023 · arXiv (Cornell University)

Satisfiability modulo theories (SMT) is a core tool in formal verification. While the SMT-LIB specification language can be used to interact with theorem proving software, a high-level interface allows for faster and easier specifications of …