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: Amarasinghe, Kasun; Rodolfa, Kit T.; Jesus, Sergio; Chen, Valerie; Balayan, Vladimir; Saleiro, Pedro; Bizarro, Pedro; Talwalkar, Ameet; Ghani, Rayid;
PUBLISHED: 2024, SOURCE: 38th AAAI Conference on Artificial Intelligence (AAAI) / 36th Conference on Innovative Applications of Artificial Intelligence / 14th Symposium on Educational Advances in Artificial Intelligence in THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 19
AUTHORS: Amarasinghe, Kasun; Rodolfa, Kit T.; Jesus, Sergio; Chen, Valerie; Balayan, Vladimir; Saleiro, Pedro; Bizarro, Pedro; Talwalkar, Ameet; Ghani, Rayid;
PUBLISHED: 2024, SOURCE: 38th AAAI Conference on Artificial Intelligence (AAAI) / 36th Conference on Innovative Applications of Artificial Intelligence / 14th Symposium on Educational Advances in Artificial Intelligence in THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 19
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TITLE: DiConStruct: Causal Concept-based Explanations through Black-Box Distillation
AUTHORS: Moreira, Ricardo; Bono, Jacopo; Cardoso, Mario; Saleiro, Pedro; Figueiredo, Mario; Bizarro, Pedro;
PUBLISHED: 2024, SOURCE: 3rd Conference on Causal Learning and Reasoning in CAUSAL LEARNING AND REASONING, VOL 236, VOLUME: 236
AUTHORS: Moreira, Ricardo; Bono, Jacopo; Cardoso, Mario; Saleiro, Pedro; Figueiredo, Mario; Bizarro, Pedro;
PUBLISHED: 2024, SOURCE: 3rd Conference on Causal Learning and Reasoning in CAUSAL LEARNING AND REASONING, VOL 236, VOLUME: 236
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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: Trans. Mach. Learn. Res., VOLUME: 2024
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: Trans. Mach. Learn. Res., VOLUME: 2024
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TITLE: AutoVizuA11y: A Tool to Automate Screen Reader Accessibility in Charts Full Text
AUTHORS: Duarte, Diogo; Costa, Rita; Bizarro, Pedro; Duarte, Carlos;
PUBLISHED: 2024, SOURCE: COMPUTER GRAPHICS FORUM, VOLUME: 43, ISSUE: 3
AUTHORS: Duarte, Diogo; Costa, Rita; Bizarro, Pedro; Duarte, Carlos;
PUBLISHED: 2024, SOURCE: COMPUTER GRAPHICS FORUM, VOLUME: 43, ISSUE: 3
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TITLE: Lessons Learned while Running ML Models in Harsh Environments
AUTHORS: Bizarro, Pedro;
PUBLISHED: 2024, SOURCE: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining in PROCEEDINGS OF THE 30TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2024
AUTHORS: Bizarro, Pedro;
PUBLISHED: 2024, SOURCE: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining in PROCEEDINGS OF THE 30TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2024
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TITLE: RIFF: Inducing Rules for Fraud Detection from Decision Trees
AUTHORS: Martins, Lucas; Bravo, Joao; Gomes, Ana Sofia; Soares, Carlos ; Bizarro, Pedro;
PUBLISHED: 2024, SOURCE: 8th International Joint Conference on Rules and Reasoning (RuleML+RR) in RULES AND REASONING, RULEML+RR 2024, VOLUME: 15183
AUTHORS: Martins, Lucas; Bravo, Joao; Gomes, Ana Sofia; Soares, Carlos ; Bizarro, Pedro;
PUBLISHED: 2024, SOURCE: 8th International Joint Conference on Rules and Reasoning (RuleML+RR) in RULES AND REASONING, RULEML+RR 2024, VOLUME: 15183
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TITLE: Fair-OBNC: Correcting Label Noise for Fairer Datasets
AUTHORS: Inês Oliveira e Silva; Sérgio M Jesus; Hugo M Ferreira; Pedro Saleiro; Inês Sousa; Pedro Bizarro; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 27th European Conference on Artificial Intelligence, ECAI 2024 in ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), VOLUME: 392
AUTHORS: Inês Oliveira e Silva; Sérgio M Jesus; Hugo M Ferreira; Pedro Saleiro; Inês Sousa; Pedro Bizarro; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 27th European Conference on Artificial Intelligence, ECAI 2024 in ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), VOLUME: 392
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TITLE: "Show Me What's Wrong!": Combining Charts and Text to Guide Data Analysis
AUTHORS: Beatriz Feliciano; Rita Costa; Jean V Alves; Javier Liébana; Diogo Duarte; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.00727
AUTHORS: Beatriz Feliciano; Rita Costa; Jean V Alves; Javier Liébana; Diogo Duarte; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.00727
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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
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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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