Amir Joudaki

16 papers A* 4A 1B 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Barriers for Learning in an Evolving World: Mathematical Understanding of Loss of Plasticity.
CoRR
Amir Joudaki, Giulia Lanzillotta, Mohammad Samragh Razlighi, Iman Mirzadeh, Keivan Alizadeh, Thomas Hofmann, Mehrdad Farajtabar, Fartash Faghri
2025 A conf
Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations.
AISTATS
Amir Joudaki, Thomas Hofmann
2024 J jnl
Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations.
CoRR
Amir Joudaki, Thomas Hofmann
2024 A* conf
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion.
ICLR
Alexandru Meterez, Amir Joudaki, Francesco Orabona, Alexander Immer, Gunnar Rätsch, Hadi Daneshmand
2023 J jnl
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs.
CoRR
Kacper Kapusniak, Manuel Burger, Gunnar Rätsch, Amir Joudaki
2023 A* conf
On Bridging the Gap between Mean Field and Finite Width Deep Random Multilayer Perceptron with Batch Normalization.
ICML
Amir Joudaki, Hadi Daneshmand, Francis R. Bach
2023 A* conf
On the impact of activation and normalization in obtaining isometric embeddings at initialization.
NeurIPS
Amir Joudaki, Hadi Daneshmand, Francis R. Bach
2023 J jnl
On the impact of activation and normalization in obtaining isometric embeddings at initialization.
CoRR
Amir Joudaki, Hadi Daneshmand, Francis R. Bach
2023 J jnl
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion.
CoRR
Alexandru Meterez, Amir Joudaki, Francesco Orabona, Alexander Immer, Gunnar Rätsch, Hadi Daneshmand
2022 J jnl
Entropy Maximization with Depth: A Variational Principle for Random Neural Networks.
CoRR
Amir Joudaki, Hadi Daneshmand, Francis R. Bach
2021 A* conf
Batch Normalization Orthogonalizes Representations in Deep Random Networks.
NeurIPS
Hadi Daneshmand, Amir Joudaki, Francis R. Bach
2021 J jnl
Batch Normalization Orthogonalizes Representations in Deep Random Networks.
CoRR
Hadi Daneshmand, Amir Joudaki, Francis R. Bach
2020 J jnl
Sparse Binary Relation Representations for Genome Graph Annotation.
J. Comput. Biol.
Mikhail Karasikov, Harun Mustafa, Amir Joudaki, Sara Javadzadeh-No, Gunnar Rätsch, André Kahles
2019 B conf
Sparse Binary Relation Representations for Genome Graph Annotation.
RECOMB
Mikhail Karasikov, Harun Mustafa, Amir Joudaki, Sara Javadzadeh-No, Gunnar Rätsch, André Kahles
2016 J jnl
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping.
IEEE Trans. Pattern Anal. Mach. Intell.
Amir Najafi, Amir Joudaki, Emad Fatemizadeh
2013 J jnl
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping.
CoRR
Amir Najafi, Amir Joudaki, Emad Fatemizadeh