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Danny D'Agostino
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 6
Top Topics
Principal Components Analysis
Dimensionality Reduction
Top Venues
CoRR
LOD
MOD
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Publications
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Danny D'Agostino
,
Ilija Ilievski
,
Christine Annette Shoemaker
Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks.
CoRR
(2023)
Siqi Li
,
Di Miao
,
Qiming Wu
,
Chuan Hong
,
Danny D'Agostino
,
Xin Li
,
Yilin Ning
,
Yuqing Shang
,
Huazhu Fu
,
Marcus Eng Hock Ong
,
Hamed Haddadi
,
Nan Liu
Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches.
CoRR
(2023)
Danny D'Agostino
Generative Models for Anomaly Detection and Design-Space Dimensionality Reduction in Shape Optimization.
CoRR
(2023)
Danny D'Agostino
,
Andrea Serani
,
Frederick Stern
,
Matteo Diez
Recurrent-type Neural Networks for Real-time Short-term Prediction of Ship Motions in High Sea State.
CoRR
(2021)
Danny D'Agostino
,
Andrea Serani
,
Emilio Fortunato Campana
,
Matteo Diez
Augmented Design-Space Exploration by Nonlinear Dimensionality Reduction Methods.
LOD
(2018)
Danny D'Agostino
,
Andrea Serani
,
Emilio Fortunato Campana
,
Matteo Diez
Nonlinear Methods for Design-Space Dimensionality Reduction in Shape Optimization.
MOD
(2017)