Marco F. Cusumano-Towner
According to our database1, Marco F. Cusumano-Towner authored at least 14 papers between 2010 and 2020.
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Trace types and denotational semantics for sound programmable inference in probabilistic languages.
Proc. ACM Program. Lang., 2020
Proc. ACM Program. Lang., 2019
Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2019
Proceedings of the 39th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2018
A design proposal for Gen: probabilistic programming with fast custom inference via code generation.
Proceedings of the 2nd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, 2018
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Measuring the non-asymptotic convergence of sequential Monte Carlo samplers using probabilistic programming.
A social network of hospital acquired infection built from electronic medical record data.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
Cloth grasp point detection based on multiple-view geometric cues with application to robotic towel folding.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010