Nuno Miguel Pereira Moniz
AuthID: R-000-TV2
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
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
2
TITLE: Conformalized Selective Regression
AUTHORS: Anna Sokol; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.16300
AUTHORS: Anna Sokol; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2402.16300
INDEXED IN: 
DBLP
DBLP IN MY: DBLP
DBLP3
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
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
4
TITLE: Fast Explainability via Feasible Concept Sets Generator
AUTHORS: Deng Pan; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.18664
AUTHORS: Deng Pan; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.18664
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP5
TITLE: Relevance-aware Algorithmic Recourse
AUTHORS: Dongwhi Kim; Nuno Moniz;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.19072
AUTHORS: Dongwhi Kim; Nuno Moniz;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2405.19072
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP6
TITLE: Automated Privacy-Preserving Techniques via Meta-Learning
AUTHORS: Tânia Carvalho; Nuno Moniz; Luís Antunes ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.16456
AUTHORS: Tânia Carvalho; Nuno Moniz; Luís Antunes ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.16456
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP7
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
AUTHORS: Joe Germino; Nuno Moniz; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: Mach. Learn., VOLUME: 113, ISSUE: 9
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP8
TITLE: Empowering Open Data Sharing for Social Good: A Privacy-Aware Approach
AUTHORS: Tânia Carvalho; Luís Antunes ; Cristina Costa; Nuno Moniz;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.17378
AUTHORS: Tânia Carvalho; Luís Antunes ; Cristina Costa; Nuno Moniz;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.17378
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP9
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
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
DBLP IN MY: DBLP
DBLP10
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
AUTHORS: Anna Sokol; Nuno Moniz; Elizabeth Daly; Michael Hind; Nitesh V Chawla;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2410.12974
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP