Sarit Khirirat
Sarit Khirirat
Division of Decision and Control, EECS, KTH Royal Institute of Technology
kth.se üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
The convergence of sparsified gradient methods
D Alistarh, T Hoefler, M Johansson, S Khirirat, N Konstantinov, C Renggli
arXiv preprint arXiv:1809.10505, 2018
2242018
Distributed learning with compressed gradients
S Khirirat, HR Feyzmahdavian, M Johansson
arXiv preprint arXiv:1806.06573, 2018
392018
Mini-batch gradient descent: Faster convergence under data sparsity
S Khirirat, HR Feyzmahdavian, M Johansson
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2880-2887, 2017
292017
Gradient compression for communication-limited convex optimization
S Khirirat, M Johansson, D Alistarh
2018 IEEE Conference on Decision and Control (CDC), 166-171, 2018
82018
Communication efficient sparsification for large scale machine learning
S Khirirat, S Magnússon, A Aytekin, M Johansson
arXiv preprint arXiv:2003.06377, 2020
42020
Convergence bounds for compressed gradient methods with memory based error compensation
S Khirirat, S Magnússon, M Johansson
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
22019
Randomized first-order methods for convex optimization
S Khirirat
Master’s thesis, KTH Royal Institute of Technology, Stockholm, 2016
22016
Randomized first-order methods for convex optimization: Improved convergence rate bounds and experimental evaluations
S Khirirat
12016
Improved Step-Size Schedules for Noisy Gradient Methods
S Khirirat, X Wang, S Magnússon, M Johansson
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
2021
A Flexible Framework for Communication-Efficient Machine Learning
S Khirirat, S Magnússon, A Aytekin, M Johansson
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8101-8109, 2021
2021
Compressed Gradient Methods With Hessian-Aided Error Compensation
S Khirirat, S Magnússon, M Johansson
IEEE Transactions on Signal Processing 69, 998-1011, 2020
2020
A flexible framework for communication-efficient machine learning: from HPC to IoT
S Khirirat, S Magnússon, A Aytekin, M Johansson
arXiv preprint arXiv:2003.06377, 2020
2020
First-Order Algorithms for Communication Efficient Distributed Learning
S Khirirat
KTH Royal Institute of Technology, 2019
2019
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Makaleler 1–13