activity
20172022
most citedDenotational validation of higher-order Bayesian inference

64 citations · 67 across the 2 of their papers we have counts for

collaborators

5 papers

cs.PL20223 cited

Concrete categories and higher-order recursion (With applications including probability, differentiability, and full abstraction)

Cristina Matache, Sean Moss, Sam Staton

We study concrete sheaf models for a call-by-value higher-order language with recursion. Our family of sheaf models is a generalization of many examples from the literature, such a…

cs.PL2021

Recursion and Sequentiality in Categories of Sheaves

Cristina Matache, Sean Moss, Sam Staton

We present a fully abstract model of a call-by-value language with higher-order functions, recursion and natural numbers, as an exponential ideal in a topos. Our model is inspired…

math.CT2021

Dialectica models of type theory

Sean K. Moss, Tamara von Glehn

We present two Dialectica-like constructions for models of intensional Martin-Löf type theory based on Gödel's original Dialectica interpretation and the Diller-Nahm variant, bring…

astro-ph.EP2020

Size and Shape Constraints of (486958) Arrokoth from Stellar Occultations

Marc W. Buie, Simon B. Porter, Peter Tamblyn +130

We present the results from four stellar occultations by (486958) Arrokoth, the flyby target of the New Horizons extended mission. Three of the four efforts led to positive detecti…

cs.PL201764 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…