Marco Cusumano-Towner -

Registered user since Fri 17 Nov 2017

Name:Marco Cusumano-Towner

Affiliation:MIT-CSAIL

Contributions

LAFI 2021	Author of On the Automatic Derivation of Importance Samplers from Pairs of Probabilistic Programs within the LAFI 2021-track
POPL 2020	Author of Trace Types and Denotational Semantics for Sound Programmable Inference in Probabilistic Languages within the Research Papers-track
LAFI 2020	Author of Gen and MetaGen within the LAFI (né PPS)-track Author of MetaPPL: Inference Algorithms as First-Class Generative Models within the LAFI (né PPS)-track Author of Monte Carlo Semantic Differencing of Probabilistic Programs within the LAFI (né PPS)-track
PLDI 2019	Author of Gen: A General-Purpose Probabilistic Programming System with Programmable Inference within the PLDI Research Papers-track
POPL 2019	Author of Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling within the Research Papers-track
MAPL 2018	Author of Gen: probabilistic programming with fast custom inference via code generation within the MAPL 2018-track
PLDI 2018	Author of Incremental Inference for Probabilistic Programs within the PLDI Research Papers-track
PPS 2018	Author of Using probabilistic programs as proposals within the PPS 2018-track
PPS 2017	Author of Encapsulating models and approximate inference programs in probabilistic modules within the PPS-track
Future Programming Workshop 2015	Author of BayesDB: Query the Probable Implications of Data within the Future Programming Workshop-track