Laura Selicato

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Matrix Factorization

Hyperparameters

Top Venues

Appl. Math. Comput.

Publications

Flavia Esposito, Laura Selicato, Caterina Sportelli
Theoretical aspects in penalty hyperparameters optimization. CoRR (2023)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek
Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization. Appl. Math. Comput. 457 (2023)
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)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Rafal Zdunek
Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations. CoRR (2022)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato, Maria Carmela Vegliante
Anomalies Detection in Gene Expression Matrices: Towards a New Approach. BIOINFORMATICS (2021)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato
Toward a New Approach for Tuning Regularization Hyperparameter in NMF. LOD (2021)
Nicoletta Del Buono, Flavia Esposito, Laura Selicato
Methods for Hyperparameters Optimization in Learning Approaches: An Overview. LOD (1) (2020)