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Iman Tabrizian
Iman Tabrizian
University of Toronto
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Adaptive gradient quantization for data-parallel sgd
F Faghri, I Tabrizian, I Markov, D Alistarh, DM Roy, A Ramezani-Kebrya
Advances in neural information processing systems 33, 3174-3185, 2020
732020
Artificial intelligence as a service (AI-aaS) on software-defined infrastructure
S Parsaeefard, I Tabrizian, A Leon-Garcia
2019 IEEE conference on standards for communications and networking (CSCN), 1-7, 2019
202019
MixTailor: Mixed Gradient Aggregation for Robust Learning Against Tailored Attacks
A Ramezani-Kebrya, I Tabrizian, F Faghri, P Popovski
Transactions on Machine Learning Research (TMLR), 2022
42022
Representation of federated learning via worst-case robust optimization theory
S Parsaeefard, I Tabrizian, AL Garcia
arXiv preprint arXiv:1912.05571, 2019
22019
Co-location of Deep Learning Jobs in GPU Clusters
I Tabrizian
University of Toronto (Canada), 2021
2021
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Artículos 1–5