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Home/Authors/Antonio Orvieto

Antonio Orvieto

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 10:11 PM AMS

12

papers

301

total citations

papers (12)

Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse

NEURIPS 2022arXiv

Achieving a Better Stability-Plasticity Trade-Off via Auxiliary Networks in Continual Learning

Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution

NEURIPS 2022arXiv

Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues

Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise

Recurrent Distance Filtering for Graph Representation Learning

On the Second-order Convergence Properties of Random Search Methods

NEURIPS 2021arXiv

On the Theoretical Properties of Noise Correlation in Stochastic Optimization

NEURIPS 2022arXiv

Geometric Inductive Biases of Deep Networks: The Role of Data and Architecture

Fixed-Point RNNs: Interpolating from Diagonal to Dense

NEURIPS 2025arXiv

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

NEURIPS 2025arXiv

Rethinking the Variational Interpretation of Accelerated Optimization Methods