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Lorenzo Noci
Lorenzo Noci
8
papers
407
total citations
papers (8)
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
NEURIPS 2022
arXiv
114
citations
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers
NEURIPS 2023
arXiv
72
citations
Achieving a Better Stability-Plasticity Trade-Off via Auxiliary Networks in Continual Learning
CVPR 2023
arXiv
57
citations
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit
ICLR 2024
arXiv
49
citations
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit
NEURIPS 2023
arXiv
47
citations
Precise characterization of the prior predictive distribution of deep ReLU networks
NEURIPS 2021
arXiv
36
citations
Disentangling the Roles of Curation, Data-Augmentation and the Prior in the Cold Posterior Effect
NEURIPS 2021
arXiv
30
citations
The Importance of Being Lazy: Scaling Limits of Continual Learning
ICML 2025
arXiv
2
citations