Antonio Orvieto
12
Papers
3
Total Citations
Papers (12)
Geometric Inductive Biases of Deep Networks: The Role of Data and Architecture
ICLR 2025arXiv
3
citations
Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues
ICML 2024
0
citations
Achieving a Better Stability-Plasticity Trade-Off via Auxiliary Networks in Continual Learning
CVPR 2023arXiv
0
citations
Recurrent Distance Filtering for Graph Representation Learning
ICML 2024
0
citations
Enhancing Optimizer Stability: Momentum Adaptation of The NGN Step-size
NeurIPS 2025
0
citations
On the Theoretical Properties of Noise Correlation in Stochastic Optimization
NeurIPS 2022
0
citations
Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution
NeurIPS 2022
0
citations
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
NeurIPS 2022
0
citations
Shadowing Properties of Optimization Algorithms
NeurIPS 2019
0
citations
Continuous-time Models for Stochastic Optimization Algorithms
NeurIPS 2019
0
citations
Rethinking the Variational Interpretation of Accelerated Optimization Methods
NeurIPS 2021
0
citations
On the Second-order Convergence Properties of Random Search Methods
NeurIPS 2021
0
citations