Pedro Gustavo Santos Rodrigues Bizarro
AuthID: R-000-ERV
11
TITLE: Mind the truncation gap: challenges of learning on dynamic graphs with recurrent architectures
AUTHORS: João Bravo; Jacopo Bono; Pedro Saleiro; Hugo M Ferreira; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2412.21046
AUTHORS: João Bravo; Jacopo Bono; Pedro Saleiro; Hugo M Ferreira; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2412.21046
INDEXED IN:
Scopus
DBLP


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12
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
INDEXED IN:
DBLP

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13
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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14
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
15
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
16
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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17
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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DBLP

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18
TITLE: Data+Shift: Supporting visual investigation of data distribution shifts by data scientists
AUTHORS: João Palmeiro; Beatriz Malveiro; Rita Costa; David Polido; Ricardo Moreira; Pedro Bizarro;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2204.14025
AUTHORS: João Palmeiro; Beatriz Malveiro; Rita Costa; David Polido; Ricardo Moreira; Pedro Bizarro;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2204.14025
INDEXED IN:
DBLP

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19
TITLE: ConceptDistil: Model-Agnostic Distillation of Concept Explanations
AUTHORS: João Bento Sousa; Ricardo Moreira; Vladimir Balayan; Pedro Saleiro; Pedro Bizarro;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2205.03601
AUTHORS: João Bento Sousa; Ricardo Moreira; Vladimir Balayan; Pedro Saleiro; Pedro Bizarro;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2205.03601
INDEXED IN:
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DBLP

20
TITLE: Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction
AUTHORS: José Pombal; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2206.13183
AUTHORS: José Pombal; Pedro Saleiro; Mário A T Figueiredo; Pedro Bizarro;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2206.13183
INDEXED IN:
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