8 citations · 16 across the 12 of their papers we have counts for
3 papers · 1 filter
Automatic Guide Generation for Stan via NumPyro
Guillaume Baudart, Louis Mandel
Stan is a very popular probabilistic language with a state-of-the-art HMC sampler but it only offers a limited choice of algorithms for black-box variational inference. In this pap…
Statically Bounded-Memory Delayed Sampling for Probabilistic Streams
Eric Atkinson, Guillaume Baudart, Louis Mandel +2
Probabilistic programming languages aid developers performing Bayesian inference. These languages provide programming constructs and tools for probabilistic modeling and automated…
Learning GraphQL Query Costs (Extended Version)
Georgios Mavroudeas, Guillaume Baudart, Alan Cha +5
GraphQL is a query language for APIs and a runtime for executing those queries, fetching the requested data from existing microservices, REST APIs, databases, or other sources. Its…