Niccolò Ajroldi

According to our database, Niccolò Ajroldi authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Deriving Hyperparameter Scaling Laws via Modern Optimization Theory.

Egor Shulgin, Dimitri von Rütte, Tianyue H. Zhang, Niccolò Ajroldi, Bernhard Schölkopf, Antonio Orvieto

CoRR, March, 2026

2025

Training Dynamics Impact Post-Training Quantization Robustness.

Albert Catalan-Tatjer, Niccolò Ajroldi, Jonas Geiping

CoRR, October, 2025

Open-sci-ref-0.01: open and reproducible reference baselines for language model and dataset comparison.

Marianna Nezhurina, Jörg K. H. Franke, Taishi Nakamura, Timur Carstensen, Niccolò Ajroldi, Ville Komulainen, David Salinas, Jenia Jitsev

CoRR, September, 2025

Enhancing Optimizer Stability: Momentum Adaptation of The NGN Step-size.

Rustem Islamov, Niccolò Ajroldi, Antonio Orvieto, Aurélien Lucchi

CoRR, August, 2025

Can you Finetune your Binoculars? Embedding Text Watermarks into the Weights of Large Language Models.

Fay Elhassan, Niccolò Ajroldi, Antonio Orvieto, Jonas Geiping

CoRR, April, 2025

When, Where and Why to Average Weights?

Niccolò Ajroldi, Antonio Orvieto, Jonas Geiping

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

2024

Loss Landscape Characterization of Neural Networks without Over-Parametrization.

Rustem Islamov, Niccolò Ajroldi, Antonio Orvieto, Aurélien Lucchi

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

2023

Conformal prediction bands for two-dimensional functional time series.

Niccolò Ajroldi, Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini

Comput. Stat. Data Anal., November, 2023