Documents publiés en "2025"

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Allaire, N., Le Digabel, S., Orban, D., & Partovi Nia, V. (2025). Zeroth-order Kronecker optimization for pretraining language models. (Rapport technique n° G-2025-44). Lien externe

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Edalati, A., Ghaffari, A., Ghazvini Nejad, M., Hou, L., Chen, B., Asgharian, M., & Partovi Nia, V. (février 2025). OAC: Output-adaptive Calibration for Accurate Post-training Quantization [Communication écrite]. 39th Annual AAAI Conference on Artificial Intelligence, Philadelphia, PA, USA. Publié dans Proceedings of the AAAI Conference on Artificial Intelligence, 39(16). Lien externe

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Ghaffari, A., Younesian, S., Chen, B., Partovi Nia, V., & Asgharian, M. (février 2025). Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach [Communication écrite]. 14th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2025), Porto, Portugal. Lien externe

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Jafarzadeh Asl, H., Ghazvini Nejad, M., Edraki, A., Asgharian, M., & Partovi Nia, V. (août 2025). Tiny Noise-Robust Voice Activity Detector for Voice Assistants [Communication écrite]. 35th International Workshop on Machine Learning for Signal Processing (MLSP 2025), Istanbul, Turkiye (6 pages). Lien externe

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Murua, A., Kinattinkara Ramakrishnan, R., Li, X., Heng Yang, R., & Partovi Nia, V. (2025). Tensor Train Recurrent Network Language Model Prediction. Stat, 14(4). Lien externe

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Wang, X., Partovi Nia, V., Lü, P., Huang, J., Chang, X.-W., Chen, B., & Cui, Y. (octobre 2025). PoT-PTQ: Two-Step Power-of-Two Post-Training for LLMs [Communication écrite]. 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy. Publié dans Frontiers in artificial intelligence and applications. Lien externe