フォロー
Amir Joudaki
Amir Joudaki
ETH Zurich
確認したメール アドレス: inf.ethz.ch - ホームページ
タイトル
引用先
引用先
年
EEG-based functional brain networks: does the network size matter?
A Joudaki, N Salehi, M Jalili, MG Knyazeva
PloS one 7 (4), e35673, 2012
842012
Properties of functional brain networks correlate with frequency of psychogenic non-epileptic seizures
E Barzegaran, A Joudaki, M Jalili, AO Rossetti, RS Frackowiak, ...
Frontiers in human neuroscience 6, 335, 2012
652012
Batch normalization orthogonalizes representations in deep random networks
H Daneshmand, A Joudaki, F Bach
Advances in Neural Information Processing Systems 34, 4896-4906, 2021
462021
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping
A Najafi, A Joudaki, E Fatemizadeh
IEEE, 2015
442015
Sparse binary relation representations for genome graph annotation
M Karasikov, H Mustafa, A Joudaki, S Javadzadeh-No, G Rätsch, ...
Journal of Computational Biology 27 (4), 626-639, 2020
252020
On the impact of activation and normalization in obtaining isometric embeddings at initialization
A Joudaki, H Daneshmand, F Bach
Advances in Neural Information Processing Systems 36, 39855-39875, 2023
142023
Fast alignment-free similarity estimation by tensor sketching
A Joudaki, G Rätsch, A Kahles
bioRxiv, 2020.11. 13.381814, 2020
122020
Aligning distant sequences to graphs using long seed sketches
A Joudaki, A Meterez, H Mustafa, RG Koerkamp, A Kahles, G Rätsch
Genome Research 33 (7), 1208-1217, 2023
112023
Towards training without depth limits: Batch normalization without gradient explosion
A Meterez, A Joudaki, F Orabona, A Immer, G Rätsch, H Daneshmand
arXiv preprint arXiv:2310.02012, 2023
72023
On bridging the gap between mean field and finite width deep random multilayer perceptron with batch normalization
A Joudaki, H Daneshmand, F Bach
International Conference on Machine Learning, 15388-15400, 2023
42023
PCA Subspaces Are Not Always Optimal for Bayesian Learning
A Bense, A Joudaki, TGJ Rudner, V Fortuin
NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021
12021
Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations
A Joudaki, T Hofmann
arXiv preprint arXiv:2410.20107, 2024
2024
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs
K Kapuśniak, M Burger, G Rätsch, A Joudaki
arXiv preprint arXiv:2312.03865, 2023
2023
Identifying Biological Priors and Structure in Single-Cell Foundation Models
F Pedrocchi, S Stark, G Ratsch, A Joudaki
ICML 2024 Workshop on Efficient and Accessible Foundation Models for …, 0
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論文 1–14