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Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets

Oct 29, 2019
Daniel Kumor, Bryant Chen, Elias Bareinboim

* To appear at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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The Hierarchy of Stable Distributions and Operators to Trade Off Stability and Performance

May 28, 2019
Adarsh Subbaswamy, Bryant Chen, Suchi Saria

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Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering

Nov 09, 2018
Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian Molloy, Biplav Srivastava

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Adversarial Robustness Toolbox v0.3.0

Aug 08, 2018
Maria-Irina Nicolae, Mathieu Sinn, Minh Ngoc Tran, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Nathalie Baracaldo, Bryant Chen, Heiko Ludwig, Ian M. Molloy, Ben Edwards

* 33 pages 

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Incorporating Knowledge into Structural Equation Models using Auxiliary Variables

May 03, 2016
Bryant Chen, Judea Pearl, Elias Bareinboim

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Decomposition and Identification of Linear Structural Equation Models

Aug 07, 2015
Bryant Chen

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