Federico Danieli

21 papers A* 4A 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GenCtrl - A Formal Controllability Toolkit for Generative Models. CoRR Emily Cheng, Carmen Amo Alonso, Federico Danieli, Arno Blaas, Luca Zappella, Pau Rodríguez, Xavier Suau
2025	J	`jnl`	ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models. CoRR Federico Danieli, Pau Rodríguez, Miguel Sarabia, Xavier Suau, Luca Zappella
2025	—	`conf`	Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results. ACL (2) Andrea Santilli, Adam Golinski, Michael Kirchhof, Federico Danieli, Arno Blaas, Miao Xiong, Luca Zappella, Sinead Williamson
2025	J	`jnl`	Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results. CoRR Andrea Santilli, Adam Golinski, Michael Kirchhof, Federico Danieli, Arno Blaas, Miao Xiong, Luca Zappella, Sinead Williamson
2025	A*	`conf`	Theory, Analysis, and Best Practices for Sigmoid Self-Attention. ICLR Jason Ramapuram, Federico Danieli, Eeshan Gunesh Dhekane, Floris Weers, Dan Busbridge, Pierre Ablin, Tatiana Likhomanenko, Jagrit Digani, Zijin Gu, Amitis Shidani, Russell Webb
2025	A*	`conf`	Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity. ICML Ningyuan Teresa Huang, Miguel Sarabia, Abhinav Moudgil, Pau Rodríguez, Luca Zappella, Federico Danieli
2025	J	`jnl`	Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity. CoRR Ningyuan Huang, Miguel Sarabia, Abhinav Moudgil, Pau Rodríguez, Luca Zappella, Federico Danieli
2024	A	`conf`	REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation. WACV Skyler Seto, Barry-John Theobald, Federico Danieli, Navdeep Jaitly, Dan Busbridge
2024	J	`jnl`	Theory, Analysis, and Best Practices for Sigmoid Self-Attention. CoRR Jason Ramapuram, Federico Danieli, Eeshan Gunesh Dhekane, Floris Weers, Dan Busbridge, Pierre Ablin, Tatiana Likhomanenko, Jagrit Digani, Zijin Gu, Amitis Shidani, Russ Webb
2023	A*	`conf`	DUET: 2D Structured and Approximately Equivariant Representations. ICML Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella
2023	J	`jnl`	DUET: 2D Structured and Approximately Equivariant Representations. CoRR Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella
2023	A*	`conf`	DeepPCR: Parallelizing Sequential Operations in Neural Networks. NeurIPS Federico Danieli, Miguel Sarabia, Xavier Suau Cuadros, Pau Rodríguez, Luca Zappella
2023	J	`jnl`	DeepPCR: Parallelizing Sequential Operations in Neural Networks. CoRR Federico Danieli, Miguel Sarabia, Xavier Suau, Pau Rodríguez, Luca Zappella
2023	J	`jnl`	REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation. CoRR Skyler Seto, Barry-John Theobald, Federico Danieli, Navdeep Jaitly, Dan Busbridge
2023	J	`jnl`	Space-Time Block Preconditioning for Incompressible Resistive Magnetohydrodynamics. CoRR Federico Danieli, Ben S. Southworth, Jacob B. Schroder
2022	J	`jnl`	Space-Time Block Preconditioning for Incompressible Flow. SIAM J. Sci. Comput. Federico Danieli, Ben S. Southworth, Andrew J. Wathen
2021	J	`jnl`	All-at-once solution of linear wave equations. Numer. Linear Algebra Appl. Federico Danieli, Andrew J. Wathen
2021	J	`jnl`	Multigrid Reduction in Time for non-linear hyperbolic equations. CoRR Federico Danieli, Scott P. MacLachlan
2021	J	`jnl`	Space-time block preconditioning for incompressible flow. CoRR Federico Danieli, Ben S. Southworth, Andrew J. Wathen
2021	—	`—`	Time-parallelisation techniques with applications to plasma simulation. Federico Danieli
2020	J	`jnl`	Tight two-level convergence of Linear Parareal and MGRIT: Extensions and implications in practice. CoRR Ben S. Southworth, Wayne Mitchell, Andreas Hessenthaler, Federico Danieli