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Sérgio M. Jesus
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2020 – today
- 2024
- [j9]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) - [c11]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: 20921-20929 - [i7]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 abs/2403.06906 (2024) - [i6]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 abs/2405.05809 (2024) - 2023
- [c10]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: 5779-5780 - [i5]Ada Martin, Valerie Chen, Sérgio M. Jesus, Pedro Saleiro:
A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies. CoRR abs/2302.07444 (2023) - [i4]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 abs/2312.13218 (2023) - 2022
- [j8]Fabricio A. Bozzi
, Sérgio M. Jesus
:
Joint Vector Sensor Beam Steering and Passive Time Reversal for Underwater Acoustic Communications. IEEE Access 10: 66952-66960 (2022) - [j7]Fabricio A. Bozzi
, Sérgio M. Jesus
:
Vector Sensor Steering-Dependent Performance in an Underwater Acoustic Communication Field Experiment. Sensors 22(21): 8332 (2022) - [c9]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 - [i3]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 abs/2206.13503 (2022) - [i2]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 abs/2211.13358 (2022) - 2021
- [c8]Sérgio M. Jesus, Catarina G. 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: 805-815 - [i1]Sérgio M. Jesus, Catarina G. 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 abs/2101.08758 (2021) - 2020
- [c7]Rogério M. Calazan
, Orlando C. Rodríguez
, Sérgio M. Jesus
:
Numerical Enhancements and Parallel GPU Implementation of a 3D Gaussian Beam Model. ICCSA (1) 2020: 485-500
2010 – 2019
- 2019
- [j6]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): 3991 (2019) - [j5]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): 4928 (2019) - 2018
- [j4]Lussac P. Maia
, António Silva, Sérgio M. Jesus:
Environmental Model-Based Time-Reversal Underwater Communications. IEEE Access 6: 10041-10051 (2018) - 2017
- [j3]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): 1328 (2017) - 2016
- [j2]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): 1995-2003 (2016) - 2015
- [c6]Houcem Gazzah, Jean Pierre Delmas, Sérgio M. Jesus
:
Improved direction finding using a maneuverable array of directional sensors. ICASSP 2015: 2799-2803 - [c5]Lussac P. Maia, António Silva, Sérgio M. Jesus:
Time-variant Adaptive Passive Time Reversal Equaliser and a Perspective for Environmental Focusing Method. SENSORNETS 2015: 103-108 - 2013
- [j1]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): 8856-8878 (2013) - 2010
- [c4]Paulo Santos
, Paulo Felisberto
, Sérgio M. Jesus:
Vector Sensor Arrays in Underwater Acoustic Applications. DoCEIS 2010: 316-323
2000 – 2009
- 2009
- [c3]António Silva
, Julien Huillery
, Sérgio M. Jesus
:
Multi-node Processing for Asymmetrical Communications in Underwater Acoustic Networks. AINA Workshops 2009: 1136-1141 - 2007
- [c2]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: 2155-2159 - 2006
- [c1]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: 200-207
Coauthor Index
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last updated on 2024-08-20 20:32 CEST by the dblp team
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