Sérgio M. Jesus

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 20

Top Topics

Gpu Implementation

Experimental Designs

Autonomous Underwater Vehicle

Top Venues

Publications

Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints. CoRR (2024)
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints. Trans. Mach. Learn. Res. 2024 (2024)
Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. AAAI (2024)
Sérgio M. Jesus, Pedro Saleiro, Inês Oliveira e Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, Rayid Ghani
Aequitas Flow: Streamlining Fair ML Experimentation. CoRR (2024)
Ada Martin, Valerie Chen, Sérgio M. Jesus, Pedro Saleiro
A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies. CoRR (2023)
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
FiFAR: A Fraud Detection Dataset for Learning to Defer. CoRR (2023)
Rayid Ghani, Kit T. Rodolfa, Pedro Saleiro, Sérgio M. Jesus
Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial. KDD (2023)
Sérgio M. Jesus, José Pombal, Duarte Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation. CoRR (2022)
Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. CoRR (2022)
Fabricio A. Bozzi, Sérgio M. Jesus
Joint Vector Sensor Beam Steering and Passive Time Reversal for Underwater Acoustic Communications. IEEE Access 10 (2022)
Sérgio M. Jesus, José Pombal, Duarte Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation. NeurIPS (2022)
Fabricio A. Bozzi, Sérgio M. Jesus
Vector Sensor Steering-Dependent Performance in an Underwater Acoustic Communication Field Experiment. Sensors 22 (21) (2022)
Sérgio M. Jesus, Catarina Belém, Vladimir Balayan, João Bento, Pedro Saleiro, Pedro Bizarro, João Gama
How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations. CoRR (2021)
Sérgio M. Jesus, Catarina Belém, Vladimir Balayan, João Bento, Pedro Saleiro, Pedro Bizarro, João Gama
How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations. FAccT (2021)
Rogério M. Calazan, Orlando C. Rodríguez, Sérgio M. Jesus
Numerical Enhancements and Parallel GPU Implementation of a 3D Gaussian Beam Model. ICCSA (1) (2020)
Marcos S. Martins, Carlos L. Faria, Tiago Matos, Luís M. Gonçalves, José Cabral, António Silva, Sérgio M. Jesus
Erratum: Martins, M.S., et al. Wideband and Wide Beam Polyvinylidene Difluoride (PVDF) Acoustic Transducer for Broadband Underwater. Sensors 2019, 19, 3991. Sensors 19 (22) (2019)
Marcos S. Martins, Carlos L. Faria, Tiago Matos, Luís M. Gonçalves, José Cabral, António Silva, Sérgio M. Jesus
Wideband and Wide Beam Polyvinylidene Difluoride (PVDF) Acoustic Transducer for Broadband Underwater Communications. Sensors 19 (18) (2019)
Lussac P. Maia, António Silva, Sérgio M. Jesus
Environmental Model-Based Time-Reversal Underwater Communications. IEEE Access 6 (2018)
Agni Mantouka, Paulo Felisberto, Paulo Santos, Friedrich Zabel, Mário Saleiro, Sérgio M. Jesus, Luís Sebastião
Development and Testing of a Dual Accelerometer Vector Sensor for AUV Acoustic Surveys. Sensors 17 (6) (2017)
Houcem Gazzah, Jean Pierre Delmas, Sérgio M. Jesus
Direction-finding arrays of directional sensors for randomly located sources. IEEE Trans. Aerosp. Electron. Syst. 52 (4) (2016)
Houcem Gazzah, Jean Pierre Delmas, Sérgio M. Jesus
Improved direction finding using a maneuverable array of directional sensors. ICASSP (2015)
Lussac P. Maia, António Silva, Sérgio M. Jesus
Time-variant Adaptive Passive Time Reversal Equaliser and a Perspective for Environmental Focusing Method. SENSORNETS (2015)
Paulo Felisberto, Orlando C. Rodríguez, Paulo Santos, Emanuel Ey, Sérgio M. Jesus
Experimental Results of Underwater Cooperative Source Localization Using a Single Acoustic Vector Sensor. Sensors 13 (7) (2013)
Paulo Santos, Paulo Felisberto, Sérgio M. Jesus
Vector Sensor Arrays in Underwater Acoustic Applications. DoCEIS (2010)
António Silva, Julien Huillery, Sérgio M. Jesus
Multi-node Processing for Asymmetrical Communications in Underwater Acoustic Networks. AINA Workshops (2009)
João Carlos Silva, Rui Dinis, António Rodrigues, Francisco Cercas, Nuno Souto, Sérgio M. Jesus
Employing the Block Fourier Algorithm for Solving the LMMSE Receiver Equation Under Variable Channel Conditions. VTC Spring (2007)
João Carlos Silva, Nuno Souto, Francisco Cercas, António Rodrigues, Rui Dinis, Sérgio M. Jesus
Optimized Gauss and Cholesky Algorithms for Using the LMMSE Decoder in MIMO/BLAST Systems with Frequency-Selective Channels - Reduced-Complexity Equalization. WINSYS (2006)