Publications by Kamran Chitsaz
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Kamran Chitsaz
Research Areas: Efficient ML
Activity
- Intern: Apr 2023 - now
Conference and Journal Papers
2024
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Exploring Quantization for Efficient Pre-Training of Transformer Language Models
Kamran Chitsaz, Quentin Fournier, Gonçalo Mordido, and Sarath Chandar
Findings of the Association for Computational Linguistics (EMNLP), 2024.
#NLP, #DL
[arXiv]
2023
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Training DNNs Resilient to Adversarial and Random Bit-Flips by Learning Quantization Ranges
Kamran Chitsaz, Gonçalo Mordido, Jean Pierre David, and François Leduc-Primeau
Transactions on Machine Learning Research (TMLR), 2023.
#DL
[openreview], [code]