Santiago Mazuelas

97 papers A* 5A 2B 4C 3Misc 2Journal 59Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learnability with Partial Labels and Adaptive Nearest Neighbors.
CoRR
Nicolas A. Errandonea, Santiago Mazuelas, José Antonio Lozano, Sanjoy Dasgupta
2026 J jnl
Minimax Generalized Cross-Entropy.
CoRR
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez, Anqi Liu
2026 J jnl
Safe Fairness Guarantees Without Demographics in Classification: Spectral Uncertainty Set Perspective.
CoRR
Ainhize Barrainkua, Santiago Mazuelas, Novi Quadrianto, José Antonio Lozano
2025 J jnl
A Unified View of Double-Weighting for Marginal Distribution Shift.
Trans. Mach. Learn. Res.
José I. Segovia-Martín, Santiago Mazuelas, Anqi Liu
2025 B conf
Adaptive Learning for Wireless Localization in Multiple Environments.
PIMRC
Verónica Álvarez, Santiago Mazuelas, Moe Z. Win
2025 J jnl
Adaptive Multi-task Learning for Probabilistic Load Forecasting.
CoRR
Onintze Zaballa, Verónica Álvarez, Santiago Mazuelas
2025 A* conf
Efficient Large-Scale Learning of Minimax Risk Classifiers.
ICDM
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
2025 J jnl
Efficient Large-Scale Learning of Minimax Risk Classifiers.
CoRR
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
2025 J jnl
Efficient Localization via Soft Information With Generic Sensing Measurements.
IEEE Trans. Wirel. Commun.
Stefania Bartoletti, Santiago Mazuelas, Andrea Conti, Moe Z. Win
2025 — conf
Location-Aided Iterative Beam Search via Learning-based Generative Models.
ICC Workshops
Dante Shintaro Cometti, Santiago Mazuelas, Giorgia Sacco, Nicola Blefari-Melazzi, Stefania Bartoletti
2025 J jnl
Multi-task Online Learning for Probabilistic Load Forecasting.
CoRR
Onintze Zaballa, Verónica Álvarez, Santiago Mazuelas
2025 J jnl
On the Optimality of the Median-of-Means Estimator under Adversarial Contamination.
CoRR
Xabier de Juan, Santiago Mazuelas
2025 J jnl
Reliable Programmatic Weak Supervision With Confidence Intervals for Label Probabilities.
IEEE Trans. Pattern Anal. Mach. Intell.
Verónica Álvarez, Santiago Mazuelas, Steven An, Sanjoy Dasgupta
2025 J jnl
Reliable Programmatic Weak Supervision with Confidence Intervals for Label Probabilities.
CoRR
Verónica Álvarez, Santiago Mazuelas, Steven An, Sanjoy Dasgupta
2025 J jnl
Robust Minimax Boosting with Performance Guarantees.
CoRR
Santiago Mazuelas, Verónica Álvarez
2025 J jnl
Split Conformal Classification with Unsupervised Calibration.
CoRR
Santiago Mazuelas
2025 J jnl
Supervised Learning with Evolving Tasks and Performance Guarantees.
CoRR
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
2025 J jnl
Supervised Learning with Evolving Tasks and Performance Guarantees.
J. Mach. Learn. Res.
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
2025 J jnl
TDOA-based localization under uniform prior knowledge: Performance bounds and its efficient calculation.
Digit. Signal Process.
Iker Sobrón, Santiago Mazuelas, Iratxe Landa, Iñaki Eizmendi, Manuel Vélez
2024 — conf
Minimax Risk Classifiers for Mislabeled Data: a Study on Patient Outcome Prediction Tasks.
MLHC
Lucia Filippozzi, Santiago Mazuelas, Iñigo Urteaga
2024 C conf
Multi-Task Online Learning for Probabilistic Load Forecasting.
iSPEC
Onintze Zaballa, Verónica Álvarez, Santiago Mazuelas
2023 J jnl
A Deep Learning Approach for Generating Soft Range Information from RF Data.
CoRR
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2023 J jnl
A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform.
CoRR
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2023 J jnl
A Variational Learning Approach for Concurrent Distance Estimation and Environmental Identification.
IEEE Trans. Wirel. Commun.
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2023 J jnl
Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation.
CoRR
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2023 J jnl
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification.
CoRR
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2023 A* conf
Double-Weighting for Covariate Shift Adaptation.
ICML
José Ignacio Segovia-Martín, Santiago Mazuelas, Anqi Liu
2023 J jnl
Double-Weighting for Covariate Shift Adaptation.
CoRR
José I. Segovia-Martín, Santiago Mazuelas, Anqi Liu
2023 A conf
Efficient Learning of Minimax Risk Classifiers in High Dimensions.
UAI
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
2023 J jnl
Efficient Learning of Minimax Risk Classifiers in High Dimensions.
CoRR
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
2023 J jnl
Indoor Localization System With NLOS Mitigation Based on Self-Training.
IEEE Trans. Mob. Comput.
Yanru Huang, Santiago Mazuelas, Feng Ge, Yuan Shen
2023 A* conf
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees.
NeurIPS
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
2023 J jnl
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees.
CoRR
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
2023 J jnl
Minimax Risk Classifiers with 0-1 Loss.
J. Mach. Learn. Res.
Santiago Mazuelas, Mauricio Romero, Peter Grunwald
2023 J jnl
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables.
CoRR
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2022 J jnl
Female Models in AI and the Fight Against COVID-19.
F1000Research
Claudia Guerrero, Santiago Mazuelas
2022 J jnl
Generalized Maximum Entropy for Supervised Classification.
IEEE Trans. Inf. Theory
Santiago Mazuelas, Yuan Shen, Aritz Pérez
2022 A* conf
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees.
ICML
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
2022 J jnl
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees.
CoRR
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
2022 J jnl
Minimax risk classifiers with 0-1 loss.
CoRR
Santiago Mazuelas, Mauricio Romero, Peter Grünwald
2022 Misc conf
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables.
ICASSP
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2021 — conf
A Deep Learning Approach for Generating Soft Range Information from RF Data.
GLOBECOM (Workshops)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2021 — conf
A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform.
MILCOM
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2021 — conf
Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation.
MILCOM
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2021 B conf
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification.
GLOBECOM
Yuxiao Li, Santiago Mazuelas, Yuan Shen
2021 — conf
Derivation of a Cost-Sensitive COVID-19 Mortality Risk Indicator Using a Multistart Framework.
BIBM
Rubén Armañanzas, Adrián Díaz, Mario Martínez-García, Santiago Mazuelas
2021 J jnl
Location Awareness in Beyond 5G Networks.
IEEE Commun. Mag.
Andrea Conti, Flavio Morselli, Zhenyu Liu, Stefania Bartoletti, Santiago Mazuelas, William C. Lindsey, Moe Z. Win
2021 J jnl
MRCpy: A Library for Minimax Risk Classifiers.
CoRR
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
2020 A conf
General Supervision via Probabilistic Transformations.
ECAI
Santiago Mazuelas, Aritz Pérez
2020 J jnl
Generalized Maximum Entropy for Supervised Classification.
CoRR
Santiago Mazuelas, Yuan Shen, Aritz Pérez
2020 A* conf
Minimax Classification with 0-1 Loss and Performance Guarantees.
NeurIPS
Santiago Mazuelas, Andrea Zanoni, Aritz Pérez
2020 J jnl
Minimax Classification with 0-1 Loss and Performance Guarantees.
CoRR
Santiago Mazuelas, Andrea Zanoni, Aritz Pérez
2020 J jnl
Probabilistic Load Forecasting Based on Adaptive Online Learning.
CoRR
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
2019 Misc conf
Belief Condensation Filtering for RSSI-Based State Estimation in Indoor Localization.
ICASSP
Shervin Mehryar, Parvin Malekzadeh, Santiago Mazuelas, Petros Spachos, Konstantinos N. Plataniotis, Arash Mohammadi
2019 — conf
Crowd-Centric Counting via Unsupervised Learning.
ICC Workshops
Flavio Morselli, Stefania Bartoletti, Santiago Mazuelas, Moe Z. Win, Andrea Conti
2019 — ed.
Distributed Computing and Artificial Intelligence, 15th International Conference, DCAI 2018, Toledo, Spain, 20-22 June 2018, Special Sessions I.
DCAI (Special Sessions)
Sara Rodríguez, Javier Prieto, Pedro Faria, Slawomir Klos, Alberto Fernández, Santiago Mazuelas, María Dolores Jiménez-López, María N. Moreno, Elena Maria Navarro Martínez
2019 J jnl
General Supervision via Probabilistic Transformations.
CoRR
Santiago Mazuelas, Aritz Pérez
2019 J jnl
Scanning the Issue.
Proc. IEEE
Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah, Andrea Conti, Santiago Mazuelas, Stefania Bartoletti, William C. Lindsey, Moe Z. Win, Yueping Zhang, Junfa Mao, Peter M. Grant, John S. Thompson
2019 J jnl
Soft Information for Localization-of-Things.
Proc. IEEE
Andrea Conti, Santiago Mazuelas, Stefania Bartoletti, William C. Lindsey, Moe Z. Win
2019 J jnl
Supervised classification via minimax probabilistic transformations.
CoRR
Santiago Mazuelas, Andrea Zanoni, Aritz Pérez
2018 — conf
Feasibility of Single-Agent Localization from Sequential Measurements.
ICC Workshops
Javier Prieto, Santiago Mazuelas, Fernando De la Prieta, Juan M. Corchado
2018 J jnl
IoT Approaches for Distributed Computing.
Wirel. Commun. Mob. Comput.
Javier Prieto, Abbes Amira, Javier Bajo, Santiago Mazuelas, Fernando De la Prieta
2018 J jnl
Soft Range Information for Network Localization.
IEEE Trans. Signal Process.
Santiago Mazuelas, Andrea Conti, Jeffery C. Allen, Moe Z. Win
2018 J jnl
Spatiotemporal Information Coupling in Network Navigation.
IEEE Trans. Inf. Theory
Santiago Mazuelas, Yuan Shen, Moe Z. Win
2016 J jnl
Context-Aided Inertial Navigation via Belief Condensation.
IEEE Trans. Signal Process.
Javier Prieto, Santiago Mazuelas, Moe Z. Win
2014 J jnl
On OFDM Ranging Accuracy in Multipath Channels.
IEEE Syst. J.
Tianheng Wang, Yuan Shen, Santiago Mazuelas, Hyundong Shin, Moe Z. Win
2013 J jnl
Belief Condensation Filtering.
IEEE Trans. Signal Process.
Santiago Mazuelas, Yuan Shen, Moe Z. Win
2013 J jnl
On the Performance Limits of Map-Aware Localization
CoRR
Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win
2013 J jnl
On the Performance Limits of Map-Aware Localization.
IEEE Trans. Inf. Theory
Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win
2013 — conf
On the impact of a priori information on localization accuracy and complexity.
ICC
Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win
2013 — conf
Pedestrian navigation in harsh environments using wireless and inertial measurements.
WPNC
Javier Prieto, Santiago Mazuelas, Alfonso Bahillo, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
2013 — conf
Ranging likelihood for wideband wireless localization.
ICC
Henghui Lu, Santiago Mazuelas, Moe Z. Win
2012 J jnl
Adaptive Data Fusion for Wireless Localization in Harsh Environments.
IEEE Trans. Signal Process.
Javier Prieto, Santiago Mazuelas, Alfonso Bahillo, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
2012 — conf
Distributed scheduling for cooperative localization based on information evolution.
ICC
Tianheng Wang, Yuan Shen, Santiago Mazuelas, Moe Z. Win
2012 — conf
Framework of belief condensation filtering and deterministic discrete filters.
ICUWB
Santiago Mazuelas, Yuan Shen, Moe Z. Win
2012 J jnl
Network Navigation: Theory and Interpretation.
IEEE J. Sel. Areas Commun.
Yuan Shen, Santiago Mazuelas, Moe Z. Win
2012 — conf
Self-calibration of TOA/distance relationship for wireless localization in harsh environments.
ICC
Javier Prieto, Alfonso Bahillo, Santiago Mazuelas, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
2012 B conf
Spatio-temporal information coupling in cooperative network navigation.
GLOBECOM
Santiago Mazuelas, Yuan Shen, Moe Z. Win
2011 B conf
A Theoretical Foundation of Network Navigation.
GLOBECOM
Yuan Shen, Santiago Mazuelas, Moe Z. Win
2011 — conf
Belief Condensation Filter for Navigation in Harsh Environments.
ICC
Santiago Mazuelas, Yuan Shen, Moe Z. Win
2011 J jnl
Cooperative Network Navigation: Fundamental Limit and its Geometrical Interpretation
CoRR
Yuan Shen, Santiago Mazuelas, Moe Z. Win
2011 J jnl
Information Coupling in Cooperative Localization.
IEEE Commun. Lett.
Santiago Mazuelas, Yuan Shen, Moe Z. Win
2011 J jnl
Network localization and navigation via cooperation.
IEEE Commun. Mag.
Moe Z. Win, Andrea Conti, Santiago Mazuelas, Yuan Shen, Wesley M. Gifford, Davide Dardari, Marco Chiani
2010 J jnl
Accurate and Integrated Localization System for Indoor Environments Based on IEEE 802.11 Round-Trip Time Measurements.
EURASIP J. Wirel. Commun. Netw.
Alfonso Bahillo, Santiago Mazuelas, Rubén M. Lorenzo, Patricia Fernández, Javier Prieto, Ramón J. Durán, Evaristo J. Abril
2010 — conf
E-Field Assessment Errors Caused by the Human Body on Localization Systems.
VTC Spring
Alfonso Bahillo, Javier Prieto, Santiago Mazuelas, Rubén M. Lorenzo, Patricia Fernández, Evaristo J. Abril
2010 J jnl
Hybrid RSS-RTT Localization Scheme for Indoor Wireless Networks.
EURASIP J. Adv. Signal Process.
Alfonso Bahillo, Santiago Mazuelas, Rubén M. Lorenzo, Patricia Fernández, Javier Prieto, Ramón J. Durán, Evaristo J. Abril
2010 C conf
Hybrid RSS-RTT localization scheme for wireless networks.
IPIN
Alfonso Bahillo, Santiago Mazuelas, Javier Prieto, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
2010 — conf
NLOS Mitigation Prior to Range Estimation Smoothing for Wireless Location Systems.
ICC
Javier Prieto, Santiago Mazuelas, Alfonso Bahillo, Rubén M. Lorenzo, Patricia Fernández, Evaristo J. Abril
2010 C conf
On the minimization of different sources of error for an RTT-based indoor localization system without any calibration stage.
IPIN
Javier Prieto, Santiago Mazuelas, Alfonso Bahillo, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
2010 J jnl
Ranking of TOA Measurements Based on the Estimate of the NLOS Propagation Contribution in a Wireless Location System.
Wirel. Pers. Commun.
Santiago Mazuelas, Francisco A. Lago, Patricia Fernández, Alfonso Bahillo, Juan Blas, Rubén M. Lorenzo, Evaristo J. Abril
2010 J jnl
Topology assessment provided by weighted barycentric parameters in harsh environment wireless location systems.
IEEE Trans. Signal Process.
Santiago Mazuelas, Rubén M. Lorenzo, Alfonso Bahillo, Patricia Fernández, Javier Prieto, Evaristo J. Abril
2009 — conf
Adding indoor location capabilities to an IEEE 802.11 WLAN using real-time RTT measurements.
WTS
Javier Prieto, Alfonso Bahillo, Santiago Mazuelas, Rubén M. Lorenzo, Juan Blas, Patricia Fernández
2009 — conf
Assessment of optimum geometric distribution of anchors in non-GNSS wireless location systems.
WTS
Santiago Mazuelas, Alfonso Bahillo, Javier Prieto, Rubén M. Lorenzo, Juan Blas, Patricia Fernández, Francisco A. Lago
2009 — conf
IEEE 802.11 Distance Estimation Based on RTS/CTS Two-Frame Exchange Mechanism.
VTC Spring
Alfonso Bahillo, Javier Prieto, Santiago Mazuelas, Rubén M. Lorenzo, Juan Blas, Patricia Fernández
2009 J jnl
Prior NLOS Measurement Correction for Positioning in Cellular Wireless Networks.
IEEE Trans. Veh. Technol.
Santiago Mazuelas, Francisco A. Lago, Juan Blas, Alfonso Bahillo, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
2009 J jnl
Robust Indoor Positioning Provided by Real-Time RSSI Values in Unmodified WLAN Networks.
IEEE J. Sel. Top. Signal Process.
Santiago Mazuelas, Alfonso Bahillo, Rubén M. Lorenzo, Patricia Fernández, Francisco A. Lago, Eduardo Garcia, Juan Blas, Evaristo J. Abril
2007 — conf
Prior NLOS Ratio Estimate and Measurements Rating in Wireless Cellular Networks.
VTC Fall
Santiago Mazuelas, Francisco A. Lago, Juan Blas, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril