Gianluca Ceruti

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Pairwise Interactions

Top Venues

SIAM J. Numer. Anal.

SIAM J. Sci. Comput.

Publications

Gianluca Ceruti, Daniel Kressner, Dominik Sulz
Low-rank Tree Tensor Network Operators for Long-Range Pairwise Interactions. CoRR (2024)
Gianluca Ceruti, Jonas Kusch, Christian Lubich
A Parallel Rank-Adaptive Integrator for Dynamical Low-Rank Approximation. SIAM J. Sci. Comput. 46 (3) (2024)
Gianluca Ceruti, Lukas Einkemmer, Jonas Kusch, Christian Lubich
A robust second-order low-rank BUG integrator based on the midpoint rule. CoRR (2024)
Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco
Robust low-rank training via approximate orthonormal constraints. NeurIPS (2023)
Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
Rank-adaptive spectral pruning of convolutional layers during training. CoRR (2023)
Axel Séguin, Gianluca Ceruti, Daniel Kressner
From low-rank retractions to dynamical low-rank approximation and back. CoRR (2023)
Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco
Robust low-rank training via approximate orthonormal constraints. CoRR (2023)
Gianluca Ceruti, Christian Lubich, Dominik Sulz
Rank-Adaptive Time Integration of Tree Tensor Networks. SIAM J. Numer. Anal. 61 (1) (2023)
Gianluca Ceruti, Jonas Kusch, Christian Lubich
A parallel rank-adaptive integrator for dynamical low-rank approximation. CoRR (2023)
Jonas Kusch, Lukas Einkemmer, Gianluca Ceruti
On the Stability of Robust Dynamical Low-Rank Approximations for Hyperbolic Problems. SIAM J. Sci. Comput. 45 (1) (2023)
Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. NeurIPS (2022)
Gianluca Ceruti, Christian Lubich, Dominik Sulz
Rank-adaptive time integration of tree tensor networks. CoRR (2022)
Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. CoRR (2022)
Gianluca Ceruti, Christian Lubich, Hanna Walach
Time Integration of Tree Tensor Networks. SIAM J. Numer. Anal. 59 (1) (2021)
Gianluca Ceruti, Jonas Kusch, Christian Lubich
A rank-adaptive robust integrator for dynamical low-rank approximation. CoRR (2021)
Jonas Kusch, Lukas Einkemmer, Gianluca Ceruti
On the stability of robust dynamical low-rank approximations for hyperbolic problems. CoRR (2021)
Jonas Kusch, Gianluca Ceruti, Lukas Einkemmer, Martin Frank
Dynamical low-rank approximation for Burgers' equation with uncertainty. CoRR (2021)
Gianluca Ceruti, Christian Lubich, Hanna Walach
Time integration of tree tensor networks. CoRR (2020)
Gianluca Ceruti, Christian Lubich
An unconventional robust integrator for dynamical low-rank approximation. CoRR (2020)
Gianluca Ceruti, Christian Lubich
Time integration of symmetric and anti-symmetric low-rank matrices and Tucker tensors. CoRR (2019)