Sérgio M. Jesus

According to our database, Sérgio M. Jesus authored at least 24 papers between 2006 and 2024.

Collaborative distances:

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

2024

Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints.

Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

Trans. Mach. Learn. Res., 2024

Aequitas Flow: Streamlining Fair ML Experimentation.

Sérgio M. Jesus, Pedro Saleiro, Inês Oliveira e Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, Rayid Ghani

CoRR, 2024

Fair-OBNC: Correcting Label Noise for Fairer Datasets.

Inês Oliveira e Silva, Sérgio M. Jesus, Hugo M. Ferreira, Pedro Saleiro, Inês Sousa, Pedro Bizarro, Carlos Soares

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods.

Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

FiFAR: A Fraud Detection Dataset for Learning to Defer.

Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

CoRR, 2023

A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies.

Ada Martin, Valerie Chen, Sérgio M. Jesus, Pedro Saleiro

CoRR, 2023

Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial.

Rayid Ghani, Kit T. Rodolfa, Pedro Saleiro, Sérgio M. Jesus

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Vector Sensor Steering-Dependent Performance in an Underwater Acoustic Communication Field Experiment.

Fabricio A. Bozzi, Sérgio M. Jesus

Sensors, 2022

Joint Vector Sensor Beam Steering and Passive Time Reversal for Underwater Acoustic Communications.

Fabricio A. Bozzi, Sérgio M. Jesus

IEEE Access, 2022

Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation.

Sérgio M. Jesus, José Pombal, Duarte M. Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations.

Sérgio M. Jesus, Catarina G. Belém, Vladimir Balayan, João Bento, Pedro Saleiro, Pedro Bizarro, João Gama

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Numerical Enhancements and Parallel GPU Implementation of a 3D Gaussian Beam Model.

Rogério M. Calazan, Orlando C. Rodríguez, Sérgio M. Jesus

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019

Erratum: Martins, M.S., et al. Wideband and Wide Beam Polyvinylidene Difluoride (PVDF) Acoustic Transducer for Broadband Underwater. Sensors 2019, 19, 3991.

Marcos S. Martins, Carlos L. Faria, Tiago Matos, Luís M. Gonçalves, José Cabral, António Silva, Sérgio M. Jesus

Sensors, 2019

Wideband and Wide Beam Polyvinylidene Difluoride (PVDF) Acoustic Transducer for Broadband Underwater Communications.

Marcos S. Martins, Carlos L. Faria, Tiago Matos, Luís M. Gonçalves, José Cabral, António Silva, Sérgio M. Jesus

Sensors, 2019

2018

Environmental Model-Based Time-Reversal Underwater Communications.

Lussac P. Maia, António Silva, Sérgio M. Jesus

IEEE Access, 2018

2017

Development and Testing of a Dual Accelerometer Vector Sensor for AUV Acoustic Surveys.

Agni Mantouka, Paulo Felisberto, Paulo Santos, Friedrich Zabel, Mário Saleiro, Sérgio M. Jesus, Luís Sebastião

Sensors, 2017

2016

Direction-finding arrays of directional sensors for randomly located sources.

Houcem Gazzah, Jean Pierre Delmas, Sérgio M. Jesus

IEEE Trans. Aerosp. Electron. Syst., 2016

2015

Time-variant Adaptive Passive Time Reversal Equaliser and a Perspective for Environmental Focusing Method.

Lussac P. Maia, António Silva, Sérgio M. Jesus

Proceedings of the SENSORNETS 2015, 2015

Improved direction finding using a maneuverable array of directional sensors.

Houcem Gazzah, Jean Pierre Delmas, Sérgio M. Jesus

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2013

Experimental Results of Underwater Cooperative Source Localization Using a Single Acoustic Vector Sensor.

Paulo Felisberto, Orlando C. Rodríguez, Paulo Santos, Emanuel Ey, Sérgio M. Jesus

Sensors, 2013

2010

Vector Sensor Arrays in Underwater Acoustic Applications.

Paulo Santos, Paulo Felisberto, Sérgio M. Jesus

Proceedings of the Emerging Trends in Technological Innovation, 2010

2009

Multi-node Processing for Asymmetrical Communications in Underwater Acoustic Networks.

António Silva, Julien Huillery, Sérgio M. Jesus

Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

2007

Employing the Block Fourier Algorithm for Solving the LMMSE Receiver Equation Under Variable Channel Conditions.

João Carlos Silva, Rui Dinis, António Rodrigues, Francisco Cercas, Nuno Souto, Sérgio M. Jesus

Proceedings of the 65th IEEE Vehicular Technology Conference, 2007

2006

Optimized Gauss and Cholesky Algorithms for Using the LMMSE Decoder in MIMO/BLAST Systems with Frequency-Selective Channels - Reduced-Complexity Equalization.

João Carlos Silva, Nuno Souto, Francisco Cercas, António Rodrigues, Rui Dinis, Sérgio M. Jesus

Proceedings of the WINSYS 2006, 2006