Pedro Gustavo Santos Rodrigues Bizarro
AuthID: R-000-ERV
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TITLE: On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods
AUTHORS: Kasun Amarasinghe; Kit T Rodolfa; Sérgio M Jesus; Valerie Chen; Vladimir Balayan; Pedro Saleiro; Pedro Bizarro; Ameet Talwalkar; Rayid Ghani;
PUBLISHED: 2024, SOURCE: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada
AUTHORS: Kasun Amarasinghe; Kit T Rodolfa; Sérgio M Jesus; Valerie Chen; Vladimir Balayan; Pedro Saleiro; Pedro Bizarro; Ameet Talwalkar; Rayid Ghani;
PUBLISHED: 2024, SOURCE: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada
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TITLE: DiConStruct: Causal Concept-based Explanations through Black-Box Distillation
AUTHORS: Ricardo Moreira; Jacopo Bono; Mário Cardoso; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2401.08534
AUTHORS: Ricardo Moreira; Jacopo Bono; Mário Cardoso; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2401.08534
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TITLE: Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints
AUTHORS: Jean V Alves; Diogo Leitão; Sérgio M Jesus; Marco O P Sampaio; Javier Liébana; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2403.06906
AUTHORS: Jean V Alves; Diogo Leitão; Sérgio M Jesus; Marco O P Sampaio; Javier Liébana; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2403.06906
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TITLE: Fairness-Aware Data Valuation for Supervised Learning
AUTHORS: José Pombal; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2303.16963
AUTHORS: José Pombal; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2303.16963
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TITLE: FairGBM: Gradient Boosting with Fairness Constraints
AUTHORS: André Ferreira Cruz; Catarina Belém; João Bravo; Pedro Saleiro; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023
AUTHORS: André Ferreira Cruz; Catarina Belém; João Bravo; Pedro Saleiro; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023
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TITLE: From random-walks to graph-sprints: a low-latency node embedding framework on continuous-time dynamic graphs
AUTHORS: Eddin, Ahmad Naser; Bono, Jacopo; Aparicio, David; Ferreira, Hugo; Ascensao, Joao; Ribeiro, Pedro ; Bizarro, Pedro;
PUBLISHED: 2023, SOURCE: 4th ACM International Conference on AI in Finance (ICAIF) in PROCEEDINGS OF THE 4TH ACM INTERNATIONAL CONFERENCE ON AI IN FINANCE, ICAIF 2023
AUTHORS: Eddin, Ahmad Naser; Bono, Jacopo; Aparicio, David; Ferreira, Hugo; Ascensao, Joao; Ribeiro, Pedro ; Bizarro, Pedro;
PUBLISHED: 2023, SOURCE: 4th ACM International Conference on AI in Finance (ICAIF) in PROCEEDINGS OF THE 4TH ACM INTERNATIONAL CONFERENCE ON AI IN FINANCE, ICAIF 2023
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TITLE: The GANfather: Controllable generation of malicious activity to improve defence systems
AUTHORS: Pereira, Ricardo Ribeiro; Bono, Jacopo; Ascensao, Joao Tiago; Aparicio, David; Ribeiro, Pedro ; Bizarro, Pedro;
PUBLISHED: 2023, SOURCE: 4th ACM International Conference on AI in Finance (ICAIF) in PROCEEDINGS OF THE 4TH ACM INTERNATIONAL CONFERENCE ON AI IN FINANCE, ICAIF 2023
AUTHORS: Pereira, Ricardo Ribeiro; Bono, Jacopo; Ascensao, Joao Tiago; Aparicio, David; Ribeiro, Pedro ; Bizarro, Pedro;
PUBLISHED: 2023, SOURCE: 4th ACM International Conference on AI in Finance (ICAIF) in PROCEEDINGS OF THE 4TH ACM INTERNATIONAL CONFERENCE ON AI IN FINANCE, ICAIF 2023
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TITLE: Adversarial training for tabular data with attack propagation
AUTHORS: Tiago Leon Melo; João Bravo; Marco O P Sampaio; Paolo Romano; Hugo Ferreira; João Tiago Ascensão; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2307.15677
AUTHORS: Tiago Leon Melo; João Bravo; Marco O P Sampaio; Paolo Romano; Hugo Ferreira; João Tiago Ascensão; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2307.15677
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TITLE: The GANfather: Controllable generation of malicious activity to improve defence systems
AUTHORS: Ricardo Ribeiro Pereira; Jacopo Bono; João Tiago Ascensão; David Aparício; Pedro Ribeiro; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2307.13787
AUTHORS: Ricardo Ribeiro Pereira; Jacopo Bono; João Tiago Ascensão; David Aparício; Pedro Ribeiro; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2307.13787
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TITLE: FiFAR: A Fraud Detection Dataset for Learning to Defer
AUTHORS: Jean V Alves; Diogo Leitão; Sérgio M Jesus; Marco O P Sampaio; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2312.13218
AUTHORS: Jean V Alves; Diogo Leitão; Sérgio M Jesus; Marco O P Sampaio; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2312.13218
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