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5 Publications


2024 | Published | Thesis | IST-REx-ID: 17485 | OA
Frantar E. 2024. Compressing large neural networks : Algorithms, systems and scaling laws. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 

2024 | Published | Thesis | IST-REx-ID: 17490 | OA
Markov I. 2024. Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 

2024 | Published | Thesis | IST-REx-ID: 17465 | OA
Shevchenko A. 2024. High-dimensional limits in artificial neural networks. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 

2023 | Published | Thesis | IST-REx-ID: 13074 | OA
Krumes A. 2023. Efficiency and generalization of sparse neural networks. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 

2021 | Published | Thesis | IST-REx-ID: 10429 | OA
Nadiradze G. 2021. On achieving scalability through relaxation. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 

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