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Graph Adversarial Networks: Protecting Information against Adversarial Attacks


Oct 07, 2020
Peiyuan Liao, Han Zhao, Keyulu Xu, Tommi Jaakkola, Geoffrey Gordon, Stefanie Jegelka, Ruslan Salakhutdinov

* Our code is available at https://github.com/liaopeiyuan/GAL 

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Towards modular and programmable architecture search


Sep 30, 2019
Renato Negrinho, Darshan Patil, Nghia Le, Daniel Ferreira, Matthew Gormley, Geoffrey Gordon

* Published at NeurIPS 2019. Code and documentation for the language implementation can be found at https://github.com/negrinho/deep_architect 

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Recurrent Predictive State Policy Networks


Mar 05, 2018
Ahmed Hefny, Zita Marinho, Wen Sun, Siddhartha Srinivasa, Geoffrey Gordon


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Learning General Latent-Variable Graphical Models with Predictive Belief Propagation and Hilbert Space Embeddings


Dec 06, 2017
Borui Wang, Geoffrey Gordon


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Predictive State Recurrent Neural Networks


Jun 18, 2017
Carlton Downey, Ahmed Hefny, Boyue Li, Byron Boots, Geoffrey Gordon


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Practical Learning of Predictive State Representations


Feb 14, 2017
Carlton Downey, Ahmed Hefny, Geoffrey Gordon


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Functional Gradient Motion Planning in Reproducing Kernel Hilbert Spaces


Jan 14, 2016
Zita Marinho, Anca Dragan, Arun Byravan, Byron Boots, Siddhartha Srinivasa, Geoffrey Gordon


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Supervised Learning for Dynamical System Learning


Nov 04, 2015
Ahmed Hefny, Carlton Downey, Geoffrey Gordon


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Hilbert Space Embeddings of Predictive State Representations


Sep 26, 2013
Byron Boots, Geoffrey Gordon, Arthur Gretton

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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Distributed Planning in Hierarchical Factored MDPs


Dec 12, 2012
Carlos E. Guestrin, Geoffrey Gordon

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

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Decentralized Sensor Fusion With Distributed Particle Filters


Oct 19, 2012
Matthew Rosencrantz, Geoffrey Gordon, Sebastian Thrun

* Appears in Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI2003) 

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Policy-contingent abstraction for robust robot control


Oct 19, 2012
Joelle Pineau, Geoffrey Gordon, Sebastian Thrun

* Appears in Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI2003) 

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First-Order Mixed Integer Linear Programming


May 09, 2012
Geoffrey Gordon, Sue Ann Hong, Miroslav Dudik

* Appears in Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI2009) 

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A Bayesian Matrix Factorization Model for Relational Data


Mar 15, 2012
Ajit P. Singh, Geoffrey Gordon

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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