Natalia Martínez

According to our database, Natalia Martínez authored at least 19 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Federated Fairness without Access to Sensitive Groups.

Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues

CoRR, 2024

2023

Ultra-Low Power Heart Rate Estimation with VCO-based ADCs.

Leidy Mabel Alvero-Gonzalez, Carlos Perez, Natalia Martínez, Ana Mejon, Eric Gutierrez

Proceedings of the 18th Conference on Ph.D Research in Microelectronics and Electronics, 2023

Self-Calibrating Circuit for Implantable Current Stimulators.

Natalia Martínez, Matías R. Miguez, Juan Sapriza, Joel Gak, Alfredo Arnaud

Proceedings of the 14th IEEE Latin America Symposium on Circuits and System, 2023

2022

Minimax Fairness in Machine Learning.

Natalia Martínez

PhD thesis, 2022

Minimax Demographic Group Fairness in Federated Learning.

Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Distributionally Robust Group Backwards Compatibility.

Martín Bertrán, Natalia Martínez, Alex Oesterling, Guillermo Sapiro

CoRR, 2021

Federating for Learning Group Fair Models.

Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues

CoRR, 2021

Blind Pareto Fairness and Subgroup Robustness.

Natalia Martínez, Martín Bertrán, Afroditi Papadaki, Miguel R. D. Rodrigues, Guillermo Sapiro

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Instance-based Generalization in Reinforcement Learning.

Martín Bertrán, Natalia Martínez, Mariano Phielipp, Guillermo Sapiro

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Attention-Based Network for Weak Labels in Neonatal Seizure Detection.

Dmitry Yu. Isaev, Dmitry Tchapyjnikov, C. Michael Cotten, David Tanaka, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, David E. Carlson

Proceedings of the Machine Learning for Healthcare Conference, 2020

Minimax Pareto Fairness: A Multi Objective Perspective.

Natalia Martínez, Martín Bertrán, Guillermo Sapiro

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare.

Natalia Martínez, Martín Bertrán, Guillermo Sapiro

CoRR, 2019

Adversarially Learned Representations for Information Obfuscation and Inference.

Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Galen Reeves, Guillermo Sapiro

Proceedings of the 36th International Conference on Machine Learning, 2019

Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video.

Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Learning to Collaborate for User-Controlled Privacy.

Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro

CoRR, 2018

2016

An open tool for input function estimation and quantification of dynamic PET FDG brain scans.

Martín Bertrán, Natalia Martínez, Guillermo Carbajal, Alicia Fernández, Álvaro Gómez

Int. J. Comput. Assist. Radiol. Surg., 2016

2014

A Wireless Sensor Network Application with Distributed Processing in the Compressed Domain.

Mauricio González, Javier Schandy, Nicolás Wainstein, Martín Bertrán, Natalia Martínez, Leonardo Barboni, Álvaro Gómez

Proceedings of the Activity Monitoring by Multiple Distributed Sensing, 2014

2007

Features Selection Through FS-Testors in Case-Based Systems of Teaching-Learning.

Natalia Martínez, Maikel León, Zoila Zenaida García

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Putting Artificial Intelligence Techniques into a Concept Map to Build Educational Tools.

Denysde Medina Sotolongo, Natalia Martínez, Zoila Zenaida García, María del Carmen Chávez, María Matilde García Lorenzo

Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007