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Santiago Mazuelas
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Articles
18
Supervised Learning with Evolving Tasks and Performance Guarantees
9 January 2025 by
Verónica Álvarez
and
others
Machine Learning
Probabilistic Load Forecasting Based on Adaptive Online Learning
15 August 2024 by
Verónica Álvarez
and
others
Machine Learning
MRCpy: A Library for Minimax Risk Classifiers
29 May 2024 by
Kartheek Bondugula
and
others
Machine Learning
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees
24 October 2023 by
Verónica Álvarez
and
others
Machine Learning
Efficient Learning of Minimax Risk Classifiers in High Dimensions
11 June 2023 by
Kartheek Bondugula
and
others
Machine Learning
Double-Weighting for Covariate Shift Adaptation
27 May 2023 by
José Segovia-Martín
and
others
Machine Learning
A Deep Learning Approach for Generating Soft Range Information from RF Data
23 May 2023 by
Yuxiao Li
and
others
Machine Learning
,
Signal Processing
Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation
23 May 2023 by
Yuxiao Li
and
others
Machine Learning
,
Information Theory
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification
23 May 2023 by
Yuxiao Li
and
others
Signal Processing
,
Artificial Intelligence
A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform
23 May 2023 by
Yuxiao Li
and
others
Signal Processing
,
Artificial Intelligence
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables
23 May 2023 by
Yuxiao Li
and
others
Computer Vision and Pattern Recognition
,
Artificial Intelligence
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees
31 May 2022 by
Verónica Álvarez
and
others
Machine Learning
Minimax risk classifiers with 0-1 loss
2 April 2022 by
Santiago Mazuelas
and
others
Machine Learning
Generalized Maximum Entropy for Supervised Classification
11 August 2021 by
Santiago Mazuelas
and
others
Machine Learning
Minimax Classification with 0-1 Loss and Performance Guarantees
15 October 2020 by
Santiago Mazuelas
and
others
Machine Learning
Supervised classification via minimax probabilistic transformations
16 April 2019 by
Santiago Mazuelas
and
others
Machine Learning
General Supervision via Probabilistic Transformations
24 January 2019 by
Santiago Mazuelas
and
Aritz Perez
Machine Learning
On the Performance Limits of Map-Aware Localization
10 March 2013 by
Francesco Montorsi
and
others
Information Theory
,
Applications
Cooperative Network Navigation: Fundamental Limit and its Geometrical Interpretation
15 December 2011 by
Yuan Shen
and
others
Information Theory
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Topics
Machine Learning
Information Theory
Applications
Signal Processing
Artificial Intelligence
Computer Vision and Pattern Recognition