Torsten Hoefler

Torsten Hoefler

Eidgenössische Technische Hochschule ETH Zürich - Zurich / Switzerland
Engineering & Technology / Computer Science
AD Scientific Index ID: 1090408
Swiss Federal Institute of Technology ETH Zurich
person_outline Torsten Hoefler's MOST POPULAR ARTICLES
1-) Demystifying parallel and distributed deep learning: An in-depth concurrency analysisT Ben-Nun, T HoeflerACM Computing Surveys (CSUR) 52 (4), 1-43, 20195502019
2-) 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
3-) The convergence of sparsified gradient methodsD Alistarh, T Hoefler, M Johansson, N Konstantinov, S Khirirat, C RenggliAdvances in Neural Information Processing Systems 31, 20185012018
4-) Gptq: Accurate post-training quantization for generative pre-trained transformersE Frantar, S Ashkboos, T Hoefler, D AlistarharXiv preprint arXiv:2210.17323, 20225182022
5-) Graph of thoughts: Solving elaborate problems with large language modelsM Besta, N Blach, A Kubicek, R Gerstenberger, M Podstawski, ...Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 17682 …, 20244692024