Marcelo M. Gauy

According to our database, Marcelo M. Gauy authored at least 15 papers between 2017 and 2024.

Collaborative distances:

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

2024

Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation.

Marcelo Matheus Gauy, Natalia Hitomi Koza, Ricardo Mikio Morita, Gabriel Rocha Stanzione, Arnaldo Cândido Júnior, Larissa Cristina Berti, Anna Sara Shafferman Levin, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger

CoRR, 2024

2023

Acoustic models of Brazilian Portuguese Speech based on Neural Transformers.

Marcelo Matheus Gauy, Marcelo Finger

CoRR, 2023

Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese.

Marcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Candido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19.

Marcelo Matheus Gauy, Marcelo Finger

CoRR, 2022

Pretrained Audio Neural Networks for Speech Emotion Recognition in Portuguese.

Marcelo Matheus Gauy, Marcelo Finger

Proceedings of the Workshop on Automatic Speech Recognition for Spontaneous and Prepared Speech & Speech Emotion Recognition in Portuguese co-located with 15th edition of the International Conference on the Computational Processing of Portuguese (PROPOR 2022), 2022

2021

The Influence of Memory in Multi-Agent Consensus.

David Kohan Marzagão, Luciana Basualdo Bonatto, Tiago Madeira, Marcelo Matheus Gauy, Peter McBurney

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

The linear hidden subset problem for the (1 + 1) EA with scheduled and adaptive mutation rates.

Hafsteinn Einarsson, Marcelo Matheus Gauy, Johannes Lengler, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger

Theor. Comput. Sci., 2019

Mutual Inhibition with Few Inhibitory Cells via Nonlinear Inhibitory Synaptic Interaction.

Felix Weissenberger, Marcelo Matheus Gauy, Xun Zou, Angelika Steger

Neural Comput., 2019

Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions.

Florian Meier, Asier Mujika, Marcelo Matheus Gauy, Angelika Steger

CoRR, 2019

Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning.

Frederik Benzing, Marcelo Matheus Gauy, Asier Mujika, Anders Martinsson, Angelika Steger

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

2018

The linear hidden subset problem for the (1 + 1) EA with scheduled and adaptive mutation rates.

Hafsteinn Einarsson, Johannes Lengler, Marcelo Matheus Gauy, Florian Meier, Asier Mujika, Angelika Steger, Felix Weissenberger

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Multiassociative Memory: Recurrent Synapses Increase Storage Capacity.

Marcelo Matheus Gauy, Florian Meier, Angelika Steger

Neural Comput., 2017

A Model of Fast Hebbian Spike Latency Normalization.

Hafsteinn Einarsson, Marcelo M. Gauy, Johannes Lengler, Angelika Steger

Frontiers Comput. Neurosci., 2017

Erdős-Ko-Rado for Random Hypergraphs: Asymptotics and Stability.

Marcelo M. Gauy, Hiêp Hàn, Igor C. Oliveira

Comb. Probab. Comput., 2017

Team Persuasion.

David Kohan Marzagão, Josh Murphy, Anthony P. Young, Marcelo Matheus Gauy, Michael Luck, Peter McBurney, Elizabeth Black

Proceedings of the Theory and Applications of Formal Argumentation, 2017