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Simulation Intelligence: Towards a New Generation of Scientific Methods


Dec 06, 2021
Alexander Lavin, Hector Zenil, Brooks Paige, David Krakauer, Justin Gottschlich, Tim Mattson, Anima Anandkumar, Sanjay Choudry, Kamil Rocki, Atılım Güneş Baydin, Carina Prunkl, Brooks Paige, Olexandr Isayev, Erik Peterson, Peter L. McMahon, Jakob Macke, Kyle Cranmer, Jiaxin Zhang, Haruko Wainwright, Adi Hanuka, Manuela Veloso, Samuel Assefa, Stephan Zheng, Avi Pfeffer


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Unifying AI Algorithms with Probabilistic Programming using Implicitly Defined Representations


Oct 05, 2021
Avi Pfeffer, Michael Harradon, Joseph Campolongo, Sanja Cvijic


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Learning Probabilistic Programs Using Backpropagation


May 15, 2017
Avi Pfeffer


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Artificial Intelligence Based Malware Analysis


Apr 27, 2017
Avi Pfeffer, Brian Ruttenberg, Lee Kellogg, Michael Howard, Catherine Call, Alison O'Connor, Glenn Takata, Scott Neal Reilly, Terry Patten, Jason Taylor, Robert Hall, Arun Lakhotia, Craig Miles, Dan Scofield, Jared Frank


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Structured Factored Inference: A Framework for Automated Reasoning in Probabilistic Programming Languages


Jun 10, 2016
Avi Pfeffer, Brian Ruttenberg, William Kretschmer


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Lazy Factored Inference for Functional Probabilistic Programming


Sep 11, 2015
Avi Pfeffer, Brian Ruttenberg, Amy Sliva, Michael Howard, Glenn Takata


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Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence (2011)


Aug 28, 2014
Fabio Cozman, Avi Pfeffer


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Decision-Making with Complex Data Structures using Probabilistic Programming


Jul 11, 2014
Brian E. Ruttenberg, Avi Pfeffer


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Networks of Influence Diagrams: A Formalism for Representing Agents' Beliefs and Decision-Making Processes


Jan 15, 2014
Yaakov Gal, Avi Pfeffer

* Journal Of Artificial Intelligence Research, Volume 33, pages 109-147, 2008 

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Object-Oriented Bayesian Networks


Feb 06, 2013
Daphne Koller, Avi Pfeffer

* Appears in Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI1997) 

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