Amir Joudaki

According to our database, Amir Joudaki authored at least 9 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Amir Joudaki, Thomas Hofmann

CoRR, 2024

Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion.

Alexandru Meterez, Amir Joudaki, Francesco Orabona, Alexander Immer, Gunnar Rätsch, Hadi Daneshmand

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs.

Kacper Kapusniak, Manuel Burger, Gunnar Rätsch, Amir Joudaki

CoRR, 2023

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

Amir Joudaki, Hadi Daneshmand, Francis R. Bach

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Amir Joudaki, Hadi Daneshmand, Francis R. Bach

Proceedings of the International Conference on Machine Learning, 2023

2022

Entropy Maximization with Depth: A Variational Principle for Random Neural Networks.

Amir Joudaki, Hadi Daneshmand, Francis R. Bach

CoRR, 2022

2021

Batch Normalization Orthogonalizes Representations in Deep Random Networks.

Hadi Daneshmand, Amir Joudaki, Francis R. Bach

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Sparse Binary Relation Representations for Genome Graph Annotation.

Mikhail Karasikov, Harun Mustafa, Amir Joudaki, Sara Javadzadeh-No, Gunnar Rätsch, André Kahles

J. Comput. Biol., 2020

2016

Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping.

Amir Najafi, Amir Joudaki, Emad Fatemizadeh

IEEE Trans. Pattern Anal. Mach. Intell., 2016