Amir Joudaki

5 papers · 2021–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (8)

Conferences

NIPS (2) AISTATS (1) ICLR (1) ICML (1)

Top co-authors

Hadi Daneshmand (4) Francis R. Bach (2) Gunnar Rätsch (1) Francesco Orabona (1) Thomas Hofmann (1) Francis Bach (1) Alexander Immer (1) Alexandru Meterez (1)

Keywords

batch normalization (2) stochastic gradient descent (1) neural network theory (1) gram matrix (1) concentration bound (1) multilayer perceptron (1) orthogonal representation (1) network depth (1) mean-field theory (1) representation learning (1) gram matrice (1)

Papers

Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations AISTATS 2025

Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion ICLR 2024

On the impact of activation and normalization in obtaining isometric embeddings at initialization NIPS 2023

On Bridging the Gap between Mean Field and Finite Width Deep Random Multilayer Perceptron with Batch Normalization ICML 2023

Batch Normalization Orthogonalizes Representations in Deep Random Networks NIPS 2021