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ORCIDAmir Joudaki
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2020 – today
- 2024
[c5]Alexandru Meterez, Amir Joudaki, Francesco Orabona, Alexander Immer, Gunnar Rätsch, Hadi Daneshmand:
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion. ICLR 2024- [i7]Amir Joudaki, Thomas Hofmann:
Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations. CoRR abs/2410.20107 (2024) - 2023
- [c4]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: 15388-15400 - [c3]Amir Joudaki, Hadi Daneshmand, Francis R. Bach:
On the impact of activation and normalization in obtaining isometric embeddings at initialization. NeurIPS 2023 - [i6]Amir Joudaki
, Hadi Daneshmand, Francis R. Bach:
On the impact of activation and normalization in obtaining isometric embeddings at initialization. CoRR abs/2305.18399 (2023) - [i5]Alexandru Meterez, Amir Joudaki, Francesco Orabona, Alexander Immer, Gunnar Rätsch, Hadi Daneshmand:
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion. CoRR abs/2310.02012 (2023) - [i4]Kacper Kapusniak, Manuel Burger, Gunnar Rätsch, Amir Joudaki:
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs. CoRR abs/2312.03865 (2023) - 2022
- [i3]Amir Joudaki, Hadi Daneshmand, Francis R. Bach:
Entropy Maximization with Depth: A Variational Principle for Random Neural Networks. CoRR abs/2205.13076 (2022) - 2021
- [c2]Hadi Daneshmand, Amir Joudaki, Francis R. Bach:
Batch Normalization Orthogonalizes Representations in Deep Random Networks. NeurIPS 2021: 4896-4906 - [i2]Hadi Daneshmand, Amir Joudaki, Francis R. Bach:
Batch Normalization Orthogonalizes Representations in Deep Random Networks. CoRR abs/2106.03970 (2021) - 2020
- [j2]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): 626-639 (2020)
2010 – 2019
- 2019
- [c1]Mikhail Karasikov, Harun Mustafa, Amir Joudaki, Sara Javadzadeh-No, Gunnar Rätsch, André Kahles:
Sparse Binary Relation Representations for Genome Graph Annotation. RECOMB 2019: 120-135 - 2016
- [j1]Amir Najafi, Amir Joudaki, Emad Fatemizadeh:
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping. IEEE Trans. Pattern Anal. Mach. Intell. 38(7): 1452-1464 (2016) - 2013
- [i1]Amir Najafi, Amir Joudaki, Emad Fatemizadeh:
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping. CoRR abs/1312.0803 (2013)
Coauthor Index
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