Dan Alistarh

Dan Alistarh

Institute of Science and Technology, Austria - Klosterneuburg / Austria
Engineering & Technology / Computer Science
AD Scientific Index ID: 1395937
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person_outline Dan Alistarh's MOST POPULAR ARTICLES
1-) QSGD: Communication-efficient SGD via gradient quantization and encodingD Alistarh, D Grubic, J Li, R Tomioka, M VojnovicAdvances in neural information processing systems 30, 201712202017
2-) Model compression via distillation and quantizationA Polino, R Pascanu, D AlistarhICLR 2018, 20185262018
3-) Sparsity in deep learning: Pruning and growth for efficient inference and training in neural networksT Hoefler, D Alistarh, T Ben-Nun, N Dryden, A PesteThe Journal of Machine Learning Research 22 (1), 10882-11005, 20215252021
4-) Gptq: Accurate post-training quantization for generative pre-trained transformersE Frantar, S Ashkboos, T Hoefler, D AlistarharXiv preprint arXiv:2210.17323, 2022724*2022
5-) The convergence of sparsified gradient methodsD Alistarh, T Hoefler, M Johansson, N Konstantinov, S Khirirat, C RenggliAdvances in Neural Information Processing Systems 31, 20185792018