Elisa Negrini

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Locality Preserving

Manifold Learning

Top Venues

SIAM J. Math. Data Sci.

J. Comput. Phys.

SIAM J. Appl. Dyn. Syst.

Publications

Elisa Negrini, Levon Nurbekyan
Applications of No-Collision Transportation Maps in Manifold Learning. SIAM J. Math. Data Sci. 6 (1) (2024)
Raunak Manekar, Elisa Negrini, Minh Pham, Daniel Jacobs, Jaideep Srivastava
LoDIP: Low light phase retrieval with deep image prior. CoRR (2024)
Elisa Negrini, Giovanna Citti, Luca Capogna
Robust Neural Network Approach to System Identification in the High-Noise Regime. LION (2023)
Yunan Yang, Levon Nurbekyan, Elisa Negrini, Robert Martin, Mirjeta Pasha
Optimal Transport for Parameter Identification of Chaotic Dynamics via Invariant Measures. SIAM J. Appl. Dyn. Syst. 22 (1) (2023)
Elisa Negrini, Levon Nurbekyan
Applications of No-Collision Transportation Maps in Manifold Learning. CoRR (2023)
Pelin Ersin, Emma Hayes, Peter Matthews, Paramjyoti Mohapatra, Elisa Negrini, Karl Schulz
Applications of ML-Based Surrogates in Bayesian Approaches to Inverse Problems. CoRR (2023)
Elisa Negrini, Giovanna Citti, Luca Capogna
A Neural Network Ensemble Approach to System Identification. CoRR (2021)
Elisa Negrini, Giovanna Citti, Luca Capogna
System identification through Lipschitz regularized deep neural networks. J. Comput. Phys. 444 (2021)
Elisa Negrini, Giovanna Citti, Luca Capogna
System Identification Through Lipschitz Regularized Deep Neural Networks. CoRR (2020)