Sérgio M. Jesus

30 papers A* 3A 1Misc 1Journal 18Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Aequitas Flow: Streamlining Fair ML Experimentation.
CoRR
Sérgio M. Jesus, Pedro Saleiro, Inês Oliveira e Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, Rayid Ghani
2024 J jnl
Aequitas Flow: Streamlining Fair ML Experimentation.
J. Mach. Learn. Res.
Sérgio M. Jesus, Pedro Saleiro, Inês Oliveira e Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, Rayid Ghani
2024 J jnl
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints.
CoRR
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2024 J jnl
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints.
Trans. Mach. Learn. Res.
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2024 A conf
Fair-OBNC: Correcting Label Noise for Fairer Datasets.
ECAI
Inês Oliveira e Silva, Sérgio M. Jesus, Hugo M. Ferreira, Pedro Saleiro, Inês Sousa, Pedro Bizarro, Carlos Soares
2024 J jnl
Fair-OBNC: Correcting Label Noise for Fairer Datasets.
CoRR
Inês Oliveira e Silva, Sérgio M. Jesus, Hugo M. Ferreira, Pedro Saleiro, Inês Sousa, Pedro Bizarro, Carlos Soares
2024 A* conf
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods.
AAAI
Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani
2023 J jnl
A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies.
CoRR
Ada Martin, Valerie Chen, Sérgio M. Jesus, Pedro Saleiro
2023 A* conf
Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial.
KDD
Rayid Ghani, Kit T. Rodolfa, Pedro Saleiro, Sérgio M. Jesus
2023 J jnl
FiFAR: A Fraud Detection Dataset for Learning to Defer.
CoRR
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2022 J jnl
Joint Vector Sensor Beam Steering and Passive Time Reversal for Underwater Acoustic Communications.
IEEE Access
Fabricio A. Bozzi, Sérgio M. Jesus
2022 J jnl
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods.
CoRR
Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani
2022 A* conf
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation.
NeurIPS
Sérgio M. Jesus, José Pombal, Duarte M. Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro
2022 J jnl
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation.
CoRR
Sérgio M. Jesus, José Pombal, Duarte M. Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro
2022 J jnl
Vector Sensor Steering-Dependent Performance in an Underwater Acoustic Communication Field Experiment.
Sensors
Fabricio A. Bozzi, Sérgio M. Jesus
2021 J jnl
How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations.
CoRR
Sérgio M. Jesus, Catarina G. Belém, Vladimir Balayan, João Bento, Pedro Saleiro, Pedro Bizarro, João Gama
2021 — conf
How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations.
FAccT
Sérgio M. Jesus, Catarina G. Belém, Vladimir Balayan, João Bento, Pedro Saleiro, Pedro Bizarro, João Gama
2020 — conf
Numerical Enhancements and Parallel GPU Implementation of a 3D Gaussian Beam Model.
ICCSA (1)
Rogério M. Calazan, Orlando C. Rodríguez, Sérgio M. Jesus
2019 J jnl
Erratum: Martins, M.S., et al. Wideband and Wide Beam Polyvinylidene Difluoride (PVDF) Acoustic Transducer for Broadband Underwater. Sensors 2019, 19, 3991.
Sensors
Marcos S. Martins, Carlos L. Faria, Tiago Matos, Luís M. Gonçalves, José Cabral, António Silva, Sérgio M. Jesus
2019 J jnl
Wideband and Wide Beam Polyvinylidene Difluoride (PVDF) Acoustic Transducer for Broadband Underwater Communications.
Sensors
Marcos S. Martins, Carlos L. Faria, Tiago Matos, Luís M. Gonçalves, José Cabral, António Silva, Sérgio M. Jesus
2018 J jnl
Environmental Model-Based Time-Reversal Underwater Communications.
IEEE Access
Lussac P. Maia, António Silva, Sérgio M. Jesus
2017 J jnl
Development and Testing of a Dual Accelerometer Vector Sensor for AUV Acoustic Surveys.
Sensors
Agni Mantouka, Paulo Felisberto, Paulo Santos, Friedrich Zabel, Mário Saleiro, Sérgio M. Jesus, Luís Sebastião
2016 J jnl
Direction-finding arrays of directional sensors for randomly located sources.
IEEE Trans. Aerosp. Electron. Syst.
Houcem Gazzah, Jean Pierre Delmas, Sérgio M. Jesus
2015 Misc conf
Improved direction finding using a maneuverable array of directional sensors.
ICASSP
Houcem Gazzah, Jean Pierre Delmas, Sérgio M. Jesus
2015 — conf
Time-variant Adaptive Passive Time Reversal Equaliser and a Perspective for Environmental Focusing Method.
SENSORNETS
Lussac P. Maia, António Silva, Sérgio M. Jesus
2013 J jnl
Experimental Results of Underwater Cooperative Source Localization Using a Single Acoustic Vector Sensor.
Sensors
Paulo Felisberto, Orlando C. Rodríguez, Paulo Santos, Emanuel Ey, Sérgio M. Jesus
2010 — conf
Vector Sensor Arrays in Underwater Acoustic Applications.
DoCEIS
Paulo Santos, Paulo Felisberto, Sérgio M. Jesus
2009 — conf
Multi-node Processing for Asymmetrical Communications in Underwater Acoustic Networks.
AINA Workshops
António Silva, Julien Huillery, Sérgio M. Jesus
2007 — conf
Employing the Block Fourier Algorithm for Solving the LMMSE Receiver Equation Under Variable Channel Conditions.
VTC Spring
João Carlos Silva, Rui Dinis, António Rodrigues, Francisco Cercas, Nuno Souto, Sérgio M. Jesus
2006 — conf
Optimized Gauss and Cholesky Algorithms for Using the LMMSE Decoder in MIMO/BLAST Systems with Frequency-Selective Channels - Reduced-Complexity Equalization.
WINSYS
João Carlos Silva, Nuno Souto, Francisco Cercas, António Rodrigues, Rui Dinis, Sérgio M. Jesus