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ORCIDSantiago Mazuelas
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2020 – today
- 2023
[j24]Santiago Mazuelas, Mauricio Romero, Peter Grunwald:
Minimax Risk Classifiers with 0-1 Loss. J. Mach. Learn. Res. 24: 208:1-208:48 (2023)- [j23]Yanru Huang, Santiago Mazuelas
, Feng Ge, Yuan Shen:
Indoor Localization System With NLOS Mitigation Based on Self-Training. IEEE Trans. Mob. Comput. 22(7): 3952-3966 (2023) - [j22]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
A Variational Learning Approach for Concurrent Distance Estimation and Environmental Identification. IEEE Trans. Wirel. Commun. 22(9): 6252-6266 (2023) - [c32]José Ignacio Segovia-Martín, Santiago Mazuelas, Anqi Liu:
Double-Weighting for Covariate Shift Adaptation. ICML 2023: 30439-30457 - [c31]Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano:
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees. NeurIPS 2023 - [c30]Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez:
Efficient Learning of Minimax Risk Classifiers in High Dimensions. UAI 2023: 206-215 - [i19]José I. Segovia-Martín, Santiago Mazuelas, Anqi Liu:
Double-Weighting for Covariate Shift Adaptation. CoRR abs/2305.08637 (2023) - [i18]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables. CoRR abs/2305.13872 (2023) - [i17]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation. CoRR abs/2305.13904 (2023) - [i16]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
A Deep Learning Approach for Generating Soft Range Information from RF Data. CoRR abs/2305.13911 (2023) - [i15]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification. CoRR abs/2305.18206 (2023) - [i14]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform. CoRR abs/2305.18208 (2023) - [i13]Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez:
Efficient Learning of Minimax Risk Classifiers in High Dimensions. CoRR abs/2306.06649 (2023) - [i12]Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano:
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees. CoRR abs/2310.15974 (2023) - 2022
- [j21]Santiago Mazuelas, Yuan Shen, Aritz Pérez:
Generalized Maximum Entropy for Supervised Classification. IEEE Trans. Inf. Theory 68(4): 2530-2550 (2022) - [c29]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables. ICASSP 2022: 2684-2688 - [c28]Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano:
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees. ICML 2022: 486-499 - [i11]Santiago Mazuelas, Mauricio Romero, Peter Grünwald:
Minimax risk classifiers with 0-1 loss. CoRR abs/2201.06487 (2022) - [i10]Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano:
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees. CoRR abs/2205.15942 (2022) - [i9]Claudia Guerrero, Santiago Mazuelas:
Female Models in AI and the Fight Against COVID-19. F1000Research 11: 1037 (2022) - 2021
- [j20]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): 22-27 (2021) - [c27]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: 2179-2186 - [c26]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
A Deep Learning Approach for Generating Soft Range Information from RF Data. GLOBECOM (Workshops) 2021: 1-5 - [c25]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification. GLOBECOM 2021: 1-6 - [c24]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation. MILCOM 2021: 528-532 - [c23]Yuxiao Li, Santiago Mazuelas, Yuan Shen:
A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform. MILCOM 2021: 533-537 - [i8]Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez:
MRCpy: A Library for Minimax Risk Classifiers. CoRR abs/2108.01952 (2021) - 2020
- [c22]Santiago Mazuelas, Aritz Pérez:
General Supervision via Probabilistic Transformations. ECAI 2020: 1348-1354 - [c21]Santiago Mazuelas, Andrea Zanoni, Aritz Pérez:
Minimax Classification with 0-1 Loss and Performance Guarantees. NeurIPS 2020 - [i7]Santiago Mazuelas, Yuan Shen, Aritz Pérez:
Generalized Maximum Entropy for Supervised Classification. CoRR abs/2007.05447 (2020) - [i6]Santiago Mazuelas, Andrea Zanoni, Aritz Pérez:
Minimax Classification with 0-1 Loss and Performance Guarantees. CoRR abs/2010.07964 (2020) - [i5]Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano:
Probabilistic Load Forecasting Based on Adaptive Online Learning. CoRR abs/2011.14721 (2020)
2010 – 2019
- 2019
- [j19]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): 2202-2203 (2019) - [j18]Andrea Conti, Santiago Mazuelas, Stefania Bartoletti, William C. Lindsey, Moe Z. Win:
Soft Information for Localization-of-Things. Proc. IEEE 107(11): 2240-2264 (2019) - [c20]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: 8385-8389 - [c19]Flavio Morselli, Stefania Bartoletti, Santiago Mazuelas, Moe Z. Win, Andrea Conti:
Crowd-Centric Counting via Unsupervised Learning. ICC Workshops 2019: 1-6 - [e1]Sara Rodríguez, Javier Prieto, Pedro Faria, Slawomir Klos, Alberto Fernández, Santiago Mazuelas, María Dolores Jiménez-López, María N. Moreno, Elena Maria Navarro Martínez:
Distributed Computing and Artificial Intelligence, 15th International Conference, DCAI 2018, Toledo, Spain, 20-22 June 2018, Special Sessions I. Advances in Intelligent Systems and Computing 801, Springer 2019, ISBN 978-3-319-99607-3 [contents] - [i4]Santiago Mazuelas, Aritz Pérez:
General Supervision via Probabilistic Transformations. CoRR abs/1901.08552 (2019) - [i3]Santiago Mazuelas, Andrea Zanoni, Aritz Pérez:
Supervised classification via minimax probabilistic transformations. CoRR abs/1902.00693 (2019) - 2018
- [j17]Santiago Mazuelas, Yuan Shen, Moe Z. Win:
Spatiotemporal Information Coupling in Network Navigation. IEEE Trans. Inf. Theory 64(12): 7759-7779 (2018) - [j16]Santiago Mazuelas, Andrea Conti, Jeffery C. Allen, Moe Z. Win:
Soft Range Information for Network Localization. IEEE Trans. Signal Process. 66(12): 3155-3168 (2018) - [j15]Javier Prieto, Abbes Amira, Javier Bajo, Santiago Mazuelas, Fernando de la Prieta:
IoT Approaches for Distributed Computing. Wirel. Commun. Mob. Comput. 2018 (2018) - [c18]Javier Prieto, Santiago Mazuelas, Fernando de la Prieta, Juan M. Corchado:
Feasibility of Single-Agent Localization from Sequential Measurements. ICC Workshops 2018: 1-6 - 2016
- [j14]Javier Prieto, Santiago Mazuelas, Moe Z. Win:
Context-Aided Inertial Navigation via Belief Condensation. IEEE Trans. Signal Process. 64(12): 3250-3261 (2016) - 2014
- [j13]Tianheng Wang, Yuan Shen, Santiago Mazuelas, Hyundong Shin, Moe Z. Win:
On OFDM Ranging Accuracy in Multipath Channels. IEEE Syst. J. 8(1): 104-114 (2014) - 2013
- [j12]Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win:
On the Performance Limits of Map-Aware Localization. IEEE Trans. Inf. Theory 59(8): 5023-5038 (2013) - [j11]Santiago Mazuelas, Yuan Shen, Moe Z. Win:
Belief Condensation Filtering. IEEE Trans. Signal Process. 61(18): 4403-4415 (2013) - [c17]Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win:
On the impact of a priori information on localization accuracy and complexity. ICC 2013: 5792-5797 - [c16]Henghui Lu, Santiago Mazuelas, Moe Z. Win:
Ranging likelihood for wideband wireless localization. ICC 2013: 5804-5808 - [c15]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: 1-6 - [i2]Francesco Montorsi, Santiago Mazuelas, Giorgio Matteo Vitetta, Moe Z. Win:
On the Performance Limits of Map-Aware Localization. CoRR abs/1303.2309 (2013) - 2012
- [j10]Yuan Shen, Santiago Mazuelas, Moe Z. Win:
Network Navigation: Theory and Interpretation. IEEE J. Sel. Areas Commun. 30(9): 1823-1834 (2012) - [j9]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): 1585-1596 (2012) - [c14]Santiago Mazuelas, Yuan Shen, Moe Z. Win:
Spatio-temporal information coupling in cooperative network navigation. GLOBECOM 2012: 2403-2407 - [c13]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: 571-575 - [c12]Tianheng Wang, Yuan Shen, Santiago Mazuelas, Moe Z. Win:
Distributed scheduling for cooperative localization based on information evolution. ICC 2012: 576-580 - [c11]Santiago Mazuelas, Yuan Shen, Moe Z. Win:
Framework of belief condensation filtering and deterministic discrete filters. ICUWB 2012: 1-5 - 2011
- [j8]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): 56-62 (2011) - [j7]Santiago Mazuelas, Yuan Shen, Moe Z. Win:
Information Coupling in Cooperative Localization. IEEE Commun. Lett. 15(7): 737-739 (2011) - [c10]Yuan Shen, Santiago Mazuelas, Moe Z. Win:
A Theoretical Foundation of Network Navigation. GLOBECOM 2011: 1-6 - [c9]Santiago Mazuelas, Yuan Shen, Moe Z. Win:
Belief Condensation Filter for Navigation in Harsh Environments. ICC 2011: 1-6 - [i1]Yuan Shen, Santiago Mazuelas, Moe Z. Win:
Cooperative Network Navigation: Fundamental Limit and its Geometrical Interpretation. CoRR abs/1112.3599 (2011) - 2010
- [j6]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) - [j5]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) - [j4]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): 3842-3857 (2010) - [j3]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): 35-52 (2010) - [c8]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: 1-5 - [c7]Alfonso Bahillo, Santiago Mazuelas, Javier Prieto, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril:
Hybrid RSS-RTT localization scheme for wireless networks. IPIN 2010: 1-7 - [c6]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: 1-6 - [c5]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: 1-5
2000 – 2009
- 2009
- [j2]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): 821-831 (2009) - [j1]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): 2585-2591 (2009) - [c4]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 - [c3]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: 1-7 - [c2]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: 1-7 - 2007
- [c1]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: 1223-1227
Coauthor Index
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