Daniele Paliotta

According to our database, Daniele Paliotta authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Leveraging the True Depth of LLMs.

Ramón Calvo González, Daniele Paliotta, Matteo Pagliardini, Martin Jaggi, François Fleuret

Trans. Mach. Learn. Res., 2026

2025

M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models.

Junxiong Wang, Wen-Ding Li, Daniele Paliotta, Daniel Ritter, Alexander M. Rush, Tri Dao

CoRR, April, 2025

Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners.

Daniele Paliotta, Junxiong Wang, Matteo Pagliardini, Kevin Y. Li, Aviv Bick, J. Zico Kolter, Albert Gu, François Fleuret, Tri Dao

CoRR, February, 2025

2024

Understanding and Minimising Outlier Features in Neural Network Training.

Bobby He, Lorenzo Noci, Daniele Paliotta, Imanol Schlag, Thomas Hofmann

CoRR, 2024

The Mamba in the Llama: Distilling and Accelerating Hybrid Models.

Junxiong Wang, Daniele Paliotta, Avner May, Alexander M. Rush, Tri Dao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Understanding and Minimising Outlier Features in Transformer Training.

Bobby He, Lorenzo Noci, Daniele Paliotta, Imanol Schlag, Thomas Hofmann

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Faster Causal Attention Over Large Sequences Through Sparse Flash Attention.

Matteo Pagliardini, Daniele Paliotta, Martin Jaggi, François Fleuret

CoRR, 2023

Graph Neural Networks Go Forward-Forward.

Daniele Paliotta, Mathieu Alain, Bálint Máté, François Fleuret

CoRR, 2023

SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics.

Atul Kumar Sinha, Daniele Paliotta, Bálint Máté, John A. Raine, Tobias Golling, François Fleuret

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention.

Matteo Pagliardini, Daniele Paliotta, Martin Jaggi, François Fleuret

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics.

Atul Kumar Sinha, Daniele Paliotta, Bálint Máté, Sebastian Pina-Otey, John A. Raine, Tobias Golling, François Fleuret

CoRR, 2022