Nuno Miguel Pereira Moniz


AuthID: R-000-TV2

Publications Requiring Validation

11
TITLE: AnyLoss: Transforming Classification Metrics into Loss Functions
AUTHORS: Do Heon Han; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024, VOLUME: 28
INDEXED IN: DBLP CrossRef
IN MY: ORCID | DBLP
12
TITLE: Fast Explainability via Feasible Concept Sets Generator
AUTHORS: Deng Pan; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.18664
INDEXED IN: DBLP
IN MY: DBLP
13
TITLE: Synthetic Data Outliers: Navigating Identity Disclosure
AUTHORS: Trindade, Carolina; Antunes, Luis ; Carvalho, Tania; Moniz, Nuno;
PUBLISHED: 2024, SOURCE: International Conference on Privacy in Statistical Databases (PSD) in PRIVACY IN STATISTICAL DATABASES, PSD 2024, VOLUME: 14915
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP
14
TITLE: Automated Privacy-Preserving Techniques via Meta-Learning
AUTHORS: Tânia Carvalho; Nuno Moniz; Luís Antunes ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.16456
INDEXED IN: DBLP
IN MY: DBLP
15
TITLE: FairMOE: counterfactually-fair mixture of experts with levels of interpretability
AUTHORS: Joe Germino; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: Mach. Learn., VOLUME: 113, ISSUE: 9
INDEXED IN: DBLP
IN MY: DBLP
16
TITLE: BenchmarkCards: Large Language Model and Risk Reporting
AUTHORS: Anna Sokol; Nuno Moniz; Elizabeth Daly; Michael Hind; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.12974
INDEXED IN: DBLP
IN MY: DBLP
17
TITLE: LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs
AUTHORS: Yujun Zhou; Jingdong Yang; Kehan Guo; Pin Yu Chen; Tian Gao; Werner Geyer; Nuno Moniz; Nitesh V Chawla; Xiangliang Zhang;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.14182
INDEXED IN: DBLP
IN MY: DBLP
18
TITLE: Class-Aware Contrastive Optimization for Imbalanced Text Classification
AUTHORS: Grigorii Khvatskii; Nuno Moniz; Khoa Doan; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.22197
INDEXED IN: DBLP
IN MY: DBLP
19
TITLE: First Workshop on Machine Learning Challenges in Cybersecurity
AUTHORS: Paula Branco; Nuno Moniz; Guy Vincent Jourdan;
PUBLISHED: 2023, SOURCE: Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, CASCON 2023, Las Vegas, NV, USA, September 11-14, 2023
INDEXED IN: DBLP
IN MY: DBLP
20
TITLE: Fifth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 18 September 2023, LIDTA@ECML-PKDD, Turin, Italy
AUTHORS: Nuno Moniz; Paula Branco; Luís Torgo ; Nathalie Japkowicz; Michal Wozniak; Shuo Wang;
PUBLISHED: 2023, SOURCE: LIDTA, VOLUME: 241
INDEXED IN: DBLP
IN MY: DBLP
Page 2 of 2. Total results: 20.

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