Alberto Bietti

13

Papers

43

Total Citations

Papers (13)

Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure

NeurIPS 2017arXiv

In-Context Denoising with One-Layer Transformers: Connections between Attention and Associative Memory Retrieval

BAnG: Bidirectional Anchored Generation for Conditional RNA Design

Learning Associative Memories with Gradient Descent

Invariance and Stability of Deep Convolutional Representations

When does return-conditioned supervised learning work for offline reinforcement learning?

Learning single-index models with shallow neural networks

Birth of a Transformer: A Memory Viewpoint

A Kernel Perspective for Regularizing Deep Neural Networks

On the Inductive Bias of Neural Tangent Kernels

Convergence and Stability of Graph Convolutional Networks on Large Random Graphs

On the Universality of Graph Neural Networks on Large Random Graphs

On the Sample Complexity of Learning under Geometric Stability