Pedro Gustavo Santos Rodrigues Bizarro


AuthID: R-000-ERV

Publications Requiring Validation

1
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
INDEXED IN: WOS DBLP
IN MY: DBLP
2
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
INDEXED IN: Scopus WOS DBLP
IN MY: DBLP
3
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
INDEXED IN: DBLP
IN MY: DBLP
4
TITLE: AutoVizuA11y: A Tool to Automate Screen Reader Accessibility in Charts
AUTHORS: Duarte, Diogo; Costa, Rita; Bizarro, Pedro; Duarte, Carlos;
PUBLISHED: 2024, SOURCE: COMPUTER GRAPHICS FORUM, VOLUME: 43, ISSUE: 3
INDEXED IN: Scopus WOS DBLP
IN MY: DBLP
5
TITLE: Aequitas Flow: Streamlining Fair ML Experimentation
AUTHORS: Sérgio M Jesus; Pedro Saleiro; Inês Oliveira e Silva; Beatriz M Jorge; Rita P Ribeiro ; João Gama ; Pedro Bizarro; Rayid Ghani;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.05809
INDEXED IN: DBLP
IN MY: DBLP
6
TITLE: Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs
AUTHORS: Ahmad Naser Eddin; Jacopo Bono; David Aparício; Hugo Ferreira; Pedro Ribeiro ; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2407.07712
INDEXED IN: DBLP
IN MY: DBLP
7
TITLE: Lessons Learned while Running ML Models in Harsh Environments
AUTHORS: Pedro Bizarro;
PUBLISHED: 2024, SOURCE: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024
INDEXED IN: DBLP
IN MY: DBLP
8
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
INDEXED IN: Scopus WOS DBLP
IN MY: DBLP
9
TITLE: RIFF: Inducing Rules for Fraud Detection from Decision Trees
AUTHORS: João Lucas Martins; João Bravo; Ana Sofia Gomes; Carlos Soares ; Pedro Bizarro;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.12989
INDEXED IN: DBLP
IN MY: DBLP
10
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: 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
INDEXED IN: DBLP
IN MY: DBLP
Page 1 of 4. Total results: 38.

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