Amir Joudaki

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Topics

Manifold Learning

Dimensionality Reduction

Top Venues

J. Comput. Biol.

Publications

Alexandru Meterez, Amir Joudaki, Francesco Orabona, Alexander Immer, Gunnar Rätsch, Hadi Daneshmand
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion. ICLR (2024)
Alexandru Meterez, Amir Joudaki, Francesco Orabona, Alexander Immer, Gunnar Rätsch, Hadi Daneshmand
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion. CoRR (2023)
Amir Joudaki, Hadi Daneshmand, Francis R. Bach
On the impact of activation and normalization in obtaining isometric embeddings at initialization. CoRR (2023)
Kacper Kapusniak, Manuel Burger, Gunnar Rätsch, Amir Joudaki
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs. CoRR (2023)
Amir Joudaki, Hadi Daneshmand, Francis R. Bach
On the impact of activation and normalization in obtaining isometric embeddings at initialization. NeurIPS (2023)
Amir Joudaki, Hadi Daneshmand, Francis R. Bach
On Bridging the Gap between Mean Field and Finite Width Deep Random Multilayer Perceptron with Batch Normalization. ICML (2023)
Amir Joudaki, Hadi Daneshmand, Francis R. Bach
Entropy Maximization with Depth: A Variational Principle for Random Neural Networks. CoRR (2022)
Hadi Daneshmand, Amir Joudaki, Francis R. Bach
Batch Normalization Orthogonalizes Representations in Deep Random Networks. NeurIPS (2021)
Hadi Daneshmand, Amir Joudaki, Francis R. Bach
Batch Normalization Orthogonalizes Representations in Deep Random Networks. CoRR (2021)
Mikhail Karasikov, Harun Mustafa, Amir Joudaki, Sara Javadzadeh-No, Gunnar Rätsch, André Kahles
Sparse Binary Relation Representations for Genome Graph Annotation. J. Comput. Biol. 27 (4) (2020)
Mikhail Karasikov, Harun Mustafa, Amir Joudaki, Sara Javadzadeh-No, Gunnar Rätsch, André Kahles
Sparse Binary Relation Representations for Genome Graph Annotation. RECOMB (2019)
Amir Najafi, Amir Joudaki, Emad Fatemizadeh
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping. IEEE Trans. Pattern Anal. Mach. Intell. 38 (7) (2016)
Amir Najafi, Amir Joudaki, Emad Fatemizadeh
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping. CoRR (2013)