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A Deep Learning Approach for Generating Soft Range Information from RF Data


May 23, 2023
Yuxiao Li, Santiago Mazuelas, Yuan Shen

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* 021 IEEE Globecom Workshops (GC Wkshps), Madrid, Spain, 2021, pp. 1-5 
* Published in: 2021 IEEE Globecom Workshops (GC Wkshps) 

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Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation


May 23, 2023
Yuxiao Li, Santiago Mazuelas, Yuan Shen

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* MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM), San Diego, CA, USA, 2021, pp. 528-532 
* 6 pages, 4 figures, Published in: MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) 

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Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables


May 23, 2023
Yuxiao Li, Santiago Mazuelas, Yuan Shen

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* ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 2022, pp. 2684-2688 
* 5 pages, 2 figures, 

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Double-Weighting for Covariate Shift Adaptation


May 15, 2023
José I. Segovia-Martín, Santiago Mazuelas, Anqi Liu

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Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees


May 31, 2022
Verónica Álvarez, Santiago Mazuelas, Jose A. Lozano

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Minimax risk classifiers with 0-1 loss


Jan 17, 2022
Santiago Mazuelas, Mauricio Romero, Peter GrĂŒnwald

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MRCpy: A Library for Minimax Risk Classifiers


Aug 04, 2021
Kartheek Bondugula, Santiago Mazuelas, Aritz PĂ©rez

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* 5 pages, To be submitted to JMLR MLOSS 

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Probabilistic Load Forecasting Based on Adaptive Online Learning


Nov 30, 2020
Verónica Álvarez, Santiago Mazuelas, José A. Lozano

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Minimax Classification with 0-1 Loss and Performance Guarantees


Oct 15, 2020
Santiago Mazuelas, Andrea Zanoni, Aritz Perez

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Generalized Maximum Entropy for Supervised Classification


Jul 10, 2020
Santiago Mazuelas, Yuan Shen, Aritz PĂ©rez

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