Nuno Miguel Pereira Moniz


AuthID: R-000-TV2

Publications Requiring Validation

1
TITLE: Are we Making Much Progress? Revisiting Chemical Reaction Yield Prediction from an Imbalanced Regression Perspective
AUTHORS: Yihong Ma; Xiaobao Huang; Bozhao Nan; Nuno Moniz; Xiangliang Zhang; Olaf Wiest; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
INDEXED IN: DBLP CrossRef
IN MY: ORCID | DBLP
2
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
3
TITLE: Time Series Data Augmentation as an Imbalanced Learning Problem
AUTHORS: Vítor Cerqueira; Nuno Moniz; Ricardo Inácio; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part II, VOLUME: 14968
INDEXED IN: Scopus DBLP CrossRef
IN MY: DBLP
4
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
5
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
6
TITLE: Relevance-aware Algorithmic Recourse
AUTHORS: Dongwhi Kim; Nuno Moniz;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.19072
INDEXED IN: DBLP
IN MY: DBLP
7
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
IN MY: ORCID | DBLP
8
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
9
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
10
TITLE: Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
AUTHORS: Jiayi Ye; Yanbo Wang; Yue Huang; Dongping Chen; Qihui Zhang; Nuno Moniz; Tian Gao; Werner Geyer; Chao Huang; Pin Yu Chen; Nitesh V Chawla; Xiangliang Zhang;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.02736
INDEXED IN: DBLP
IN MY: DBLP
Page 1 of 2. Total results: 16.

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