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Marco Cusumano-Towner
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PLDI 2018 profile
PLDI 2019 profile
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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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Thu 21 Nov 12:04
