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Ricardo Silva
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Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases


Mar 09, 2023
Aengus Lynch, Gbètondji J-S Dovonon, Jean Kaddour, Ricardo Silva

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Pragmatic Fairness: Developing Policies with Outcome Disparity Control


Jan 28, 2023
Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva

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Causal Machine Learning: A Survey and Open Problems


Jun 30, 2022
Jean Kaddour, Aengus Lynch, Qi Liu, Matt J. Kusner, Ricardo Silva

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Causal Inference with Treatment Measurement Error: A Nonparametric Instrumental Variable Approach


Jun 18, 2022
Yuchen Zhu, Limor Gultchin, Arthur Gretton, Matt Kusner, Ricardo Silva

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* UAI 2022 (Oral) 
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FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices


May 26, 2022
Marrone Silvério Melo Dantas, Iago Richard Rodrigues, Assis Tiago Oliveira Filho, Gibson Barbosa, Daniel Bezerra, Djamel F. H. Sadok, Judith Kelner, Maria Marquezini, Ricardo Silva

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Causal discovery under a confounder blanket


May 11, 2022
David Watson, Ricardo Silva

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The Causal Marginal Polytope for Bounding Treatment Effects


Feb 28, 2022
Jakob Zeitler, Ricardo Silva

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Stochastic Causal Programming for Bounding Treatment Effects


Feb 22, 2022
Kirtan Padh, Jakob Zeitler, David Watson, Matt Kusner, Ricardo Silva, Niki Kilbertus

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Questions for Flat-Minima Optimization of Modern Neural Networks


Feb 02, 2022
Jean Kaddour, Linqing Liu, Ricardo Silva, Matt J. Kusner

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Graph Intervention Networks for Causal Effect Estimation


Jun 18, 2021
Jean Kaddour, Qi Liu, Yuchen Zhu, Matt J. Kusner, Ricardo Silva

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