Marco F. Cusumano-Towner

According to our database1, Marco F. Cusumano-Towner authored at least 14 papers between 2010 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

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Online presence:

On csauthors.net:

Bibliography

2020
Trace types and denotational semantics for sound programmable inference in probabilistic languages.
Proc. ACM Program. Lang., 2020

2019
Bayesian synthesis of probabilistic programs for automatic data modeling.
Proc. ACM Program. Lang., 2019

Gen: a general-purpose probabilistic programming system with programmable inference.
Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2019

2018
Using probabilistic programs as proposals.
CoRR, 2018

Incremental inference for probabilistic programs.
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

2017
Probabilistic programs for inferring the goals of autonomous agents.
CoRR, 2017

AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016
Encapsulating models and approximate inference programs in probabilistic modules.
CoRR, 2016

Measuring the non-asymptotic convergence of sequential Monte Carlo samplers using probabilistic programming.
CoRR, 2016

Quantifying the probable approximation error of probabilistic inference programs.
CoRR, 2016

2013
A social network of hospital acquired infection built from electronic medical record data.
J. Am. Medical Informatics Assoc., 2013

2011
Bringing clothing into desired configurations with limited perception.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

2010
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


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