21
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
22
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
23
TITLE: Conformalized Selective Regression
AUTHORS: Anna Sokol; Nuno Moniz ; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.16300
INDEXED IN: DBLP
IN MY: DBLP
24
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
25
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
26
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
27
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: 2
IN MY: ORCID | DBLP
28
TITLE: VEST: automatic feature engineering for forecasting  Full Text
AUTHORS: Cerqueira, V ; Moniz, N ; Soares, C ;
PUBLISHED: 2024, SOURCE: MACHINE LEARNING, VOLUME: 113, ISSUE: 7
INDEXED IN: Scopus WOS DBLP CrossRef: 15
IN MY: ORCID | DBLP
29
TITLE: A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics
AUTHORS: Carvalho, Tania ; Moniz, Nuno ; Antunes, Luis ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115
INDEXED IN: Scopus WOS DBLP CrossRef: 2 Unpaywall
IN MY: ORCID | DBLP
30
TITLE: Experiential-Informed Data Reconstruction for Fishery Sustainability and Policies in the Azores
AUTHORS: Brenda Nogueira; Gui M Menezes; Nuno Moniz ;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2309.09326
INDEXED IN: DBLP
IN MY: DBLP
Page 3 of 9. Total results: 82.