Gianluca Ceruti

30 papers A* 4Journal 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Parallel Basis Update and Galerkin Integrator for Tree Tensor Networks. SIAM J. Sci. Comput. Gianluca Ceruti, Jonas Kusch, Christian Lubich, Dominik Sulz
2025	J	`jnl`	A Galerkin Alternating Projection Method for Kinetic Equations in the Diffusive Limit. CoRR Gianluca Ceruti, Nicolas Crouseilles, Lukas Einkemmer
2025	J	`jnl`	A Reduced Augmentation Implicit Low-rank (RAIL) integrator for solving three-dimensional diffusion and advection-diffusion equations in the Tucker tensor format. CoRR Joseph Nakao, Gianluca Ceruti, Lukas Einkemmer
2025	A*	`conf`	GeoLoRA: Geometric integration for parameter efficient fine-tuning. ICLR Steffen Schotthöfer, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco, Jonas Kusch
2025	J	`jnl`	Low-Rank Tree Tensor Network Operators for Long-Range Pairwise Interactions. SIAM J. Sci. Comput. Gianluca Ceruti, Daniel Kressner, Dominik Sulz
2025	J	`jnl`	Randomized Low-Rank Runge-Kutta Methods. SIAM J. Matrix Anal. Appl. Hei Yin Lam, Gianluca Ceruti, Daniel Kressner
2024	J	`jnl`	A Parallel Rank-Adaptive Integrator for Dynamical Low-Rank Approximation. SIAM J. Sci. Comput. Gianluca Ceruti, Jonas Kusch, Christian Lubich
2024	J	`jnl`	A parallel Basis Update and Galerkin Integrator for Tree Tensor Networks. CoRR Gianluca Ceruti, Jonas Kusch, Christian Lubich, Dominik Sulz
2024	J	`jnl`	A robust second-order low-rank BUG integrator based on the midpoint rule. CoRR Gianluca Ceruti, Lukas Einkemmer, Jonas Kusch, Christian Lubich
2024	J	`jnl`	GeoLoRA: Geometric integration for parameter efficient fine-tuning. CoRR Steffen Schotthöfer, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco, Jonas Kusch
2024	A*	`conf`	Geometry-aware training of factorized layers in tensor Tucker format. NeurIPS Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
2024	J	`jnl`	Low-rank Tree Tensor Network Operators for Long-Range Pairwise Interactions. CoRR Gianluca Ceruti, Daniel Kressner, Dominik Sulz
2024	J	`jnl`	Randomized low-rank Runge-Kutta methods. CoRR Hei Yin Lam, Gianluca Ceruti, Daniel Kressner
2023	J	`jnl`	A parallel rank-adaptive integrator for dynamical low-rank approximation. CoRR Gianluca Ceruti, Jonas Kusch, Christian Lubich
2023	J	`jnl`	From low-rank retractions to dynamical low-rank approximation and back. CoRR Axel Séguin, Gianluca Ceruti, Daniel Kressner
2023	J	`jnl`	On the Stability of Robust Dynamical Low-Rank Approximations for Hyperbolic Problems. SIAM J. Sci. Comput. Jonas Kusch, Lukas Einkemmer, Gianluca Ceruti
2023	J	`jnl`	Rank-Adaptive Time Integration of Tree Tensor Networks. SIAM J. Numer. Anal. Gianluca Ceruti, Christian Lubich, Dominik Sulz
2023	J	`jnl`	Rank-adaptive spectral pruning of convolutional layers during training. CoRR Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
2023	A*	`conf`	Robust low-rank training via approximate orthonormal constraints. NeurIPS Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco
2023	J	`jnl`	Robust low-rank training via approximate orthonormal constraints. CoRR Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco
2022	A*	`conf`	Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. NeurIPS Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
2022	J	`jnl`	Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. CoRR Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
2022	J	`jnl`	Rank-adaptive time integration of tree tensor networks. CoRR Gianluca Ceruti, Christian Lubich, Dominik Sulz
2021	J	`jnl`	A rank-adaptive robust integrator for dynamical low-rank approximation. CoRR Gianluca Ceruti, Jonas Kusch, Christian Lubich
2021	J	`jnl`	Dynamical low-rank approximation for Burgers' equation with uncertainty. CoRR Jonas Kusch, Gianluca Ceruti, Lukas Einkemmer, Martin Frank
2021	J	`jnl`	On the stability of robust dynamical low-rank approximations for hyperbolic problems. CoRR Jonas Kusch, Lukas Einkemmer, Gianluca Ceruti
2021	J	`jnl`	Time Integration of Tree Tensor Networks. SIAM J. Numer. Anal. Gianluca Ceruti, Christian Lubich, Hanna Walach
2020	J	`jnl`	An unconventional robust integrator for dynamical low-rank approximation. CoRR Gianluca Ceruti, Christian Lubich
2020	J	`jnl`	Time integration of tree tensor networks. CoRR Gianluca Ceruti, Christian Lubich, Hanna Walach
2019	J	`jnl`	Time integration of symmetric and anti-symmetric low-rank matrices and Tucker tensors. CoRR Gianluca Ceruti, Christian Lubich