Alberto Alfarano

According to our database, Alberto Alfarano authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

Lattice Deduction Transformers.

Liam Davis, Leopold Haller, Alberto Alfarano, Mark Santolucito

CoRR, May, 2026

Improving ML Attacks on LWE with Data Repetition and Stepwise Regression.

Alberto Alfarano, Eshika Saxena, Emily Wenger, François Charton, Kristin E. Lauter

CoRR, April, 2026

On the origin of neural scaling laws: from random graphs to natural language.

Maissam Barkeshli, Alberto Alfarano, Andrey Gromov

CoRR, January, 2026

2025

Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic.

Eshika Saxena, Alberto Alfarano, François Charton, Zeyuan Allen-Zhu, Emily Wenger, Kristin E. Lauter

IACR Cryptol. ePrint Arch., 2025

STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing.

Andrea Alfarano, Alberto Alfarano, Linda Friso, Andrea Bacciu, Irene Amerini, Fabrizio Silvestri

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

TAPAS: Datasets for Learning the Learning with Errors Problem.

Eshika Saxena, Alberto Alfarano, François Charton, Emily Wenger, Kristin E. Lauter

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic.

Eshika Saxena, Alberto Alfarano, Emily Wenger, Kristin E. Lauter

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Teaching Transformers Modular Arithmetic at Scale.

Eshika Saxena, Alberto Alfarano, Emily Wenger, Kristin E. Lauter

CoRR, 2024

Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers.

Alberto Alfarano, François Charton, Amaury Hayat

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