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Journal Articles
- 2023
[j1]Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek:
Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization. Appl. Math. Comput. 457: 128184 (2023)
Conference and Workshop Papers
- 2022
- [c4]Nicoletta Del Buono, Flavia Esposito, Grazia Gargano
, Laura Selicato, Nicolò Taggio, Giulio Ceriola, Daniela Iasillo:
Detecting Anomalies in Marine Data: A Framework for Time Series Analysis. LOD (1) 2022: 485-500 - 2021
- [c3]Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Maria Carmela Vegliante:
Anomalies Detection in Gene Expression Matrices: Towards a New Approach. BIOINFORMATICS 2021: 162-169 - [c2]Nicoletta Del Buono, Flavia Esposito, Laura Selicato:
Toward a New Approach for Tuning Regularization Hyperparameter in NMF. LOD 2021: 500-511 - 2020
- [c1]Nicoletta Del Buono, Flavia Esposito, Laura Selicato:
Methods for Hyperparameters Optimization in Learning Approaches: An Overview. LOD (1) 2020: 100-112
Informal and Other Publications
- 2023
- [i2]Flavia Esposito, Laura Selicato, Caterina Sportelli:
Theoretical aspects in penalty hyperparameters optimization. CoRR abs/2301.13542 (2023) - 2022
- [i1]Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek:
Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations. CoRR abs/2203.13129 (2022)
Coauthor Index
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