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Marco Cusumano-Towner
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PLDI 2018 profile
PLDI 2019 profile
POPL 2017 profile
POPL 2018 profile
POPL 2019 profile
POPL 2020 profile
POPL 2021 profile
SPLASH 2015 profile
Registered user since Fri 17 Nov 2017
Name:
Marco Cusumano-Towner
Affiliation:
MIT-CSAIL
Contributions
2021
LAFI
Author of On the Automatic Derivation of Importance Samplers from Pairs of Probabilistic Programs within the LAFI 2021-track
2020
POPL
Author of Trace Types and Denotational Semantics for Sound Programmable Inference in Probabilistic Languages within the Research Papers-track
LAFI
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
2019
PLDI
Author of Gen: A General-Purpose Probabilistic Programming System with Programmable Inference within the PLDI Research Papers-track
POPL
Author of Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling within the Research Papers-track
2018
MAPS
Author of Gen: probabilistic programming with fast custom inference via code generation within the MAPL 2018-track
PLDI
Author of Incremental Inference for Probabilistic Programs within the PLDI Research Papers-track
LAFI
Author of Using probabilistic programs as proposals within the PPS 2018-track
2017
LAFI
Author of Encapsulating models and approximate inference programs in probabilistic modules within the PPS-track
2015
Future Programming Workshop
Author of BayesDB: Query the Probable Implications of Data within the Future Programming Workshop-track
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