Santiago Mazuelas

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 43

Top Topics

Unsupervised Learning

Variational Bayesian

Indoor Localization

Covariate Shift

Top Venues

IEEE Trans. Inf. Theory

Publications

Yuxiao Li, Santiago Mazuelas, Yuan Shen
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification. CoRR (2023)
Santiago Mazuelas, Mauricio Romero, Peter Grunwald
Minimax Risk Classifiers with 0-1 Loss. J. Mach. Learn. Res. 24 (2023)
Yanru Huang, Santiago Mazuelas, Feng Ge, Yuan Shen
Indoor Localization System With NLOS Mitigation Based on Self-Training. IEEE Trans. Mob. Comput. 22 (7) (2023)
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
Efficient Learning of Minimax Risk Classifiers in High Dimensions. CoRR (2023)
Verónica Álvarez, Santiago Mazuelas, Jose A. Lozano
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees. NeurIPS (2023)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
A Variational Learning Approach for Concurrent Distance Estimation and Environmental Identification. IEEE Trans. Wirel. Commun. 22 (9) (2023)
José Ignacio Segovia-Martín, Santiago Mazuelas, Anqi Liu
Double-Weighting for Covariate Shift Adaptation. ICML (2023)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform. CoRR (2023)
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
Efficient Learning of Minimax Risk Classifiers in High Dimensions. UAI (2023)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables. CoRR (2023)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation. CoRR (2023)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
A Deep Learning Approach for Generating Soft Range Information from RF Data. CoRR (2023)
Verónica Álvarez, Santiago Mazuelas, Jose A. Lozano
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees. CoRR (2023)
José I. Segovia-Martín, Santiago Mazuelas, Anqi Liu
Double-Weighting for Covariate Shift Adaptation. CoRR (2023)
Santiago Mazuelas, Yuan Shen, Aritz Pérez
Generalized Maximum Entropy for Supervised Classification. IEEE Trans. Inf. Theory 68 (4) (2022)
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees. ICML (2022)
Santiago Mazuelas, Mauricio Romero, Peter Grünwald
Minimax risk classifiers with 0-1 loss. CoRR (2022)
Claudia Guerrero, Santiago Mazuelas
Female Models in AI and the Fight Against COVID-19. F1000Research 11 (2022)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables. ICASSP (2022)
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees. CoRR (2022)
Andrea Conti, Flavio Morselli, Zhenyu Liu, Stefania Bartoletti, Santiago Mazuelas, William C. Lindsey, Moe Z. Win
Location Awareness in Beyond 5G Networks. IEEE Commun. Mag. 59 (11) (2021)
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
MRCpy: A Library for Minimax Risk Classifiers. CoRR (2021)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform. MILCOM (2021)
Rubén Armañanzas, Adrián Díaz, Mario Martínez-García, Santiago Mazuelas
Derivation of a Cost-Sensitive COVID-19 Mortality Risk Indicator Using a Multistart Framework. BIBM (2021)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation. MILCOM (2021)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification. GLOBECOM (2021)
Yuxiao Li, Santiago Mazuelas, Yuan Shen
A Deep Learning Approach for Generating Soft Range Information from RF Data. GLOBECOM (Workshops) (2021)
Santiago Mazuelas, Aritz Pérez
General Supervision via Probabilistic Transformations. ECAI (2020)
Santiago Mazuelas, Andrea Zanoni, Aritz Pérez
Minimax Classification with 0-1 Loss and Performance Guarantees. NeurIPS (2020)
Santiago Mazuelas, Yuan Shen, Aritz Pérez
Generalized Maximum Entropy for Supervised Classification. CoRR (2020)
Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano
Probabilistic Load Forecasting Based on Adaptive Online Learning. CoRR (2020)
Santiago Mazuelas, Andrea Zanoni, Aritz Pérez
Minimax Classification with 0-1 Loss and Performance Guarantees. CoRR (2020)
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
Scanning the Issue. Proc. IEEE 107 (11) (2019)
Andrea Conti, Santiago Mazuelas, Stefania Bartoletti, William C. Lindsey, Moe Z. Win
Soft Information for Localization-of-Things. Proc. IEEE 107 (11) (2019)
Shervin Mehryar, Parvin Malekzadeh, Santiago Mazuelas, Petros Spachos, Konstantinos N. Plataniotis, Arash Mohammadi
Belief Condensation Filtering for RSSI-Based State Estimation in Indoor Localization. ICASSP (2019)
Santiago Mazuelas, Aritz Pérez
General Supervision via Probabilistic Transformations. CoRR (2019)
Flavio Morselli, Stefania Bartoletti, Santiago Mazuelas, Moe Z. Win, Andrea Conti
Crowd-Centric Counting via Unsupervised Learning. ICC Workshops (2019)
Santiago Mazuelas, Andrea Zanoni, Aritz Pérez
Supervised classification via minimax probabilistic transformations. CoRR (2019)
Javier Prieto, Santiago Mazuelas, Fernando de la Prieta, Juan M. Corchado
Feasibility of Single-Agent Localization from Sequential Measurements. ICC Workshops (2018)
Santiago Mazuelas, Yuan Shen, Moe Z. Win
Spatiotemporal Information Coupling in Network Navigation. IEEE Trans. Inf. Theory 64 (12) (2018)
Javier Prieto, Abbes Amira, Javier Bajo, Santiago Mazuelas, Fernando de la Prieta
IoT Approaches for Distributed Computing. Wirel. Commun. Mob. Comput. 2018 (2018)
Santiago Mazuelas, Andrea Conti, Jeffery C. Allen, Moe Z. Win
Soft Range Information for Network Localization. IEEE Trans. Signal Process. 66 (12) (2018)
Javier Prieto, Santiago Mazuelas, Moe Z. Win
Context-Aided Inertial Navigation via Belief Condensation. IEEE Trans. Signal Process. 64 (12) (2016)
Tianheng Wang, Yuan Shen, Santiago Mazuelas, Hyundong Shin, Moe Z. Win
On OFDM Ranging Accuracy in Multipath Channels. IEEE Syst. J. 8 (1) (2014)
Henghui Lu, Santiago Mazuelas, Moe Z. Win
Ranging likelihood for wideband wireless localization. ICC (2013)
Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win
On the impact of a priori information on localization accuracy and complexity. ICC (2013)
Javier Prieto, Santiago Mazuelas, Alfonso Bahillo, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
Pedestrian navigation in harsh environments using wireless and inertial measurements. WPNC (2013)
Santiago Mazuelas, Yuan Shen, Moe Z. Win
Belief Condensation Filtering. IEEE Trans. Signal Process. 61 (18) (2013)
Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win
On the Performance Limits of Map-Aware Localization. IEEE Trans. Inf. Theory 59 (8) (2013)
Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win
On the Performance Limits of Map-Aware Localization CoRR (2013)
Javier Prieto, Santiago Mazuelas, Alfonso Bahillo, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
Adaptive Data Fusion for Wireless Localization in Harsh Environments. IEEE Trans. Signal Process. 60 (4) (2012)
Tianheng Wang, Yuan Shen, Santiago Mazuelas, Moe Z. Win
Distributed scheduling for cooperative localization based on information evolution. ICC (2012)
Yuan Shen, Santiago Mazuelas, Moe Z. Win
Network Navigation: Theory and Interpretation. IEEE J. Sel. Areas Commun. 30 (9) (2012)
Santiago Mazuelas, Yuan Shen, Moe Z. Win
Spatio-temporal information coupling in cooperative network navigation. GLOBECOM (2012)
Javier Prieto, Alfonso Bahillo, Santiago Mazuelas, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
Self-calibration of TOA/distance relationship for wireless localization in harsh environments. ICC (2012)
Santiago Mazuelas, Yuan Shen, Moe Z. Win
Framework of belief condensation filtering and deterministic discrete filters. ICUWB (2012)
Yuan Shen, Santiago Mazuelas, Moe Z. Win
A Theoretical Foundation of Network Navigation. GLOBECOM (2011)
Santiago Mazuelas, Yuan Shen, Moe Z. Win
Information Coupling in Cooperative Localization. IEEE Commun. Lett. 15 (7) (2011)
Yuan Shen, Santiago Mazuelas, Moe Z. Win
Cooperative Network Navigation: Fundamental Limit and its Geometrical Interpretation CoRR (2011)
Santiago Mazuelas, Yuan Shen, Moe Z. Win
Belief Condensation Filter for Navigation in Harsh Environments. ICC (2011)
Moe Z. Win, Andrea Conti, Santiago Mazuelas, Yuan Shen, Wesley M. Gifford, Davide Dardari, Marco Chiani
Network localization and navigation via cooperation. IEEE Commun. Mag. 49 (5) (2011)
Javier Prieto, Santiago Mazuelas, Alfonso Bahillo, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
On the minimization of different sources of error for an RTT-based indoor localization system without any calibration stage. IPIN (2010)
Santiago Mazuelas, Rubén M. Lorenzo, Alfonso Bahillo, Patricia Fernández, Javier Prieto, Evaristo J. Abril
Topology assessment provided by weighted barycentric parameters in harsh environment wireless location systems. IEEE Trans. Signal Process. 58 (7) (2010)
Santiago Mazuelas, Francisco A. Lago, Patricia Fernández, Alfonso Bahillo, Juan Blas, Rubén M. Lorenzo, Evaristo J. Abril
Ranking of TOA Measurements Based on the Estimate of the NLOS Propagation Contribution in a Wireless Location System. Wirel. Pers. Commun. 53 (1) (2010)
Javier Prieto, Santiago Mazuelas, Alfonso Bahillo, Rubén M. Lorenzo, Patricia Fernández, Evaristo J. Abril
NLOS Mitigation Prior to Range Estimation Smoothing for Wireless Location Systems. ICC (2010)
Alfonso Bahillo, Santiago Mazuelas, Rubén M. Lorenzo, Patricia Fernández, Javier Prieto, Ramón J. Durán, Evaristo J. Abril
Hybrid RSS-RTT Localization Scheme for Indoor Wireless Networks. EURASIP J. Adv. Signal Process. 2010 (2010)
Alfonso Bahillo, Santiago Mazuelas, Rubén M. Lorenzo, Patricia Fernández, Javier Prieto, Ramón J. Durán, Evaristo J. Abril
Accurate and Integrated Localization System for Indoor Environments Based on IEEE 802.11 Round-Trip Time Measurements. EURASIP J. Wirel. Commun. Netw. 2010 (2010)
Alfonso Bahillo, Javier Prieto, Santiago Mazuelas, Rubén M. Lorenzo, Patricia Fernández, Evaristo J. Abril
E-Field Assessment Errors Caused by the Human Body on Localization Systems. VTC Spring (2010)
Alfonso Bahillo, Santiago Mazuelas, Javier Prieto, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
Hybrid RSS-RTT localization scheme for wireless networks. IPIN (2010)
Santiago Mazuelas, Alfonso Bahillo, Rubén M. Lorenzo, Patricia Fernández, Francisco A. Lago, Eduardo Garcia, Juan Blas, Evaristo J. Abril
Robust Indoor Positioning Provided by Real-Time RSSI Values in Unmodified WLAN Networks. IEEE J. Sel. Top. Signal Process. 3 (5) (2009)
Alfonso Bahillo, Javier Prieto, Santiago Mazuelas, Rubén M. Lorenzo, Juan Blas, Patricia Fernández
IEEE 802.11 Distance Estimation Based on RTS/CTS Two-Frame Exchange Mechanism. VTC Spring (2009)
Santiago Mazuelas, Francisco A. Lago, Juan Blas, Alfonso Bahillo, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
Prior NLOS Measurement Correction for Positioning in Cellular Wireless Networks. IEEE Trans. Veh. Technol. 58 (5) (2009)
Santiago Mazuelas, Alfonso Bahillo, Javier Prieto, Rubén M. Lorenzo, Juan Blas, Patricia Fernández, Francisco A. Lago
Assessment of optimum geometric distribution of anchors in non-GNSS wireless location systems. WTS (2009)
Javier Prieto, Alfonso Bahillo, Santiago Mazuelas, Rubén M. Lorenzo, Juan Blas, Patricia Fernández
Adding indoor location capabilities to an IEEE 802.11 WLAN using real-time RTT measurements. WTS (2009)
Santiago Mazuelas, Francisco A. Lago, Juan Blas, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
Prior NLOS Ratio Estimate and Measurements Rating in Wireless Cellular Networks. VTC Fall (2007)