Natalia Martínez

28 papers A* 4A 1B 1C 3Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 C conf
A Reconfigurable High-Dynamic Range ∆Σ Front-End with Event-Based Decimation for Bandwidth-Efficient Implantable Neural Interfaces.
ISCAS
Natalia Martínez, Juan Sapriza, Pasquale Davide Schiavone, Giovanni Ansaloni, Luke Bashford, Andrew Jackson, David Atienza, Timothy G. Constandinou
2025 C conf
A SoC for an active implantable microsystem for closed-loop optogenetic neuromodulation.
ISCAS
Natalia Martínez, Berkay Özbek, Yan Liu, Dorian Haci, Peilong Feng, Ahmad Shah Idil, Sara S. Ghoreishizadeh, Nick Donaldson, Patrick Degenaar, Andrew Jackson, Timothy G. Constandinou
2025 C conf
A programmable charge-balanced current stimulation circuit for implantable medical devices.
ISCAS
Leonardo Agis, Natalia Martínez, Augusto Sbarbaro-Benech, Alfredo Arnaud, Matías R. Miguez
2025 J jnl
From Neural Sensing to Stimulation: An Interdisciplinary Roadmap for Neurotechnology.
CoRR
Ruben Ruiz-Mateos Serrano, Joe G. Troughton, Nima Mirkhani, Natalia Martínez, Massimo Mariello, Jordan Tsigarides, Simon Williamson, Juan Sapriza, Ioana Susnoschi-Luca, Antonio Dominguez Alfaro, Estelle Cuttaz, Nicole Thompson, Sydney Swedick, Latifah Almulla, Amparo Güemes
2024 A conf
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers.
AISTATS
Natalia Martínez, Martín Bertrán, Guillermo Sapiro
2024 J jnl
Federated Fairness without Access to Sensitive Groups.
CoRR
Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues
2023 — conf
Self-Calibrating Circuit for Implantable Current Stimulators.
LASCAS
Natalia Martínez, Matías R. Miguez, Juan Sapriza, Joel Gak, Alfredo Arnaud
2023 — conf
Ultra-Low Power Heart Rate Estimation with VCO-based ADCs.
PRIME
Leidy Mabel Alvero-Gonzalez, Carlos Perez, Natalia Martínez, Ana Mejon, Eric Gutierrez
2022 — conf
Minimax Demographic Group Fairness in Federated Learning.
FAccT
Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues
2022 J jnl
Minimax Demographic Group Fairness in Federated Learning.
CoRR
Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues
2022 — —
Minimax Fairness in Machine Learning.
Natalia Martínez
2021 A* conf
Blind Pareto Fairness and Subgroup Robustness.
ICML
Natalia Martínez, Martín Bertrán, Afroditi Papadaki, Miguel R. D. Rodrigues, Guillermo Sapiro
2021 J jnl
Distributionally Robust Group Backwards Compatibility.
CoRR
Martín Bertrán, Natalia Martínez, Alex Oesterling, Guillermo Sapiro
2021 J jnl
Federating for Learning Group Fair Models.
CoRR
Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues
2020 — conf
Attention-Based Network for Weak Labels in Neonatal Seizure Detection.
MLHC
Dmitry Yu. Isaev, Dmitry Tchapyjnikov, C. Michael Cotten, David Tanaka, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, David E. Carlson
2020 J jnl
Instance based Generalization in Reinforcement Learning.
CoRR
Martín Bertrán, Natalia Martínez, Mariano Phielipp, Guillermo Sapiro
2020 A* conf
Instance-based Generalization in Reinforcement Learning.
NeurIPS
Martín Bertrán, Natalia Martínez, Mariano Phielipp, Guillermo Sapiro
2020 A* conf
Minimax Pareto Fairness: A Multi Objective Perspective.
ICML
Natalia Martínez, Martín Bertrán, Guillermo Sapiro
2020 J jnl
Minimax Pareto Fairness: A Multi Objective Perspective.
CoRR
Natalia Martínez, Martín Bertrán, Guillermo Sapiro
2019 A* conf
Adversarially Learned Representations for Information Obfuscation and Inference.
ICML
Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Galen Reeves, Guillermo Sapiro
2019 J jnl
Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare.
CoRR
Natalia Martínez, Martín Bertrán, Guillermo Sapiro
2019 B conf
Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video.
ICIP
Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu
2019 J jnl
Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video.
CoRR
Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu
2018 J jnl
Learning to Collaborate for User-Controlled Privacy.
CoRR
Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro
2016 J jnl
An open tool for input function estimation and quantification of dynamic PET FDG brain scans.
Int. J. Comput. Assist. Radiol. Surg.
Martín Bertrán, Natalia Martínez, Guillermo Carbajal, Alicia Fernández, Álvaro Gómez
2014 — conf
A Wireless Sensor Network Application with Distributed Processing in the Compressed Domain.
AMMDS
Mauricio González, Javier Schandy, Nicolás Wainstein, Martín Bertrán, Natalia Martínez, Leonardo Barboni, Álvaro Gómez
2007 — conf
Features Selection Through FS-Testors in Case-Based Systems of Teaching-Learning.
MICAI
Natalia Martínez, Maikel León, Zoila Zenaida García
2007 — conf
Putting Artificial Intelligence Techniques into a Concept Map to Build Educational Tools.
IWINAC (2)
Denysde Medina Sotolongo, Natalia Martínez, Zoila Zenaida García, María del Carmen Chávez, María Matilde García Lorenzo