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Miguel Rodrigues

University College London

Federating for Learning Group Fair Models


Oct 07, 2021
Afroditi Papadaki, Natalia Martinez, Martin Bertran, Guillermo Sapiro, Miguel Rodrigues


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High-Performance FPGA-based Accelerator for Bayesian Recurrent Neural Networks


Jun 04, 2021
Martin Ferianc, Zhiqiang Que, Hongxiang Fan, Wayne Luk, Miguel Rodrigues

* 9 pages. Martin Ferianc and Zhiqiang Que share an equal contribution 

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High-Performance FPGA-based Accelerator for Bayesian Neural Networks


May 12, 2021
Hongxiang Fan, Martin Ferianc, Miguel Rodrigues, Hongyu Zhou, Xinyu Niu, Wayne Luk

* Design Automation Conference (DAC) 2021 

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ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation


Apr 14, 2021
Martin Ferianc, Divyansh Manocha, Hongxiang Fan, Miguel Rodrigues

* 12 pages 

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On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks


Feb 22, 2021
Martin Ferianc, Partha Maji, Matthew Mattina, Miguel Rodrigues

* Code at: https://github.com/martinferianc/quantised-bayesian-nets 

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VINNAS: Variational Inference-based Neural Network Architecture Search


Jul 12, 2020
Martin Ferianc, Hongxiang Fan, Miguel Rodrigues

* Submitted to ICPR'20 https://github.com/iiml-ucl/vinnas 

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Learning to Collaborate for User-Controlled Privacy


May 18, 2018
Martin Bertran, Natalia Martinez, Afroditi Papadaki, Qiang Qiu, Miguel Rodrigues, Guillermo Sapiro


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Generalized Bregman Divergence and Gradient of Mutual Information for Vector Poisson Channels


May 09, 2013
Liming Wang, Miguel Rodrigues, Lawrence Carin


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Communications Inspired Linear Discriminant Analysis


Jun 27, 2012
Minhua Chen, William Carson, Miguel Rodrigues, Robert Calderbank, Lawrence Carin

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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