Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
164 Publications
2022 |
Published |
Conference Paper |
IST-REx-ID: 12299 |
Iofinova EB, Krumes A, Kurtz M, Alistarh D-A. How well do sparse ImageNet models transfer? In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers; 2022:12256-12266. doi:10.1109/cvpr52688.2022.01195
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 12780 |
Markov I, Ramezanikebrya H, Alistarh D-A. CGX: Adaptive system support for communication-efficient deep learning. In: Proceedings of the 23rd ACM/IFIP International Middleware Conference. Association for Computing Machinery; 2022:241-254. doi:10.1145/3528535.3565248
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2022 |
Research Data Reference |
IST-REx-ID: 13076 |
Postnikova A, Koval N, Nadiradze G, Alistarh D-A. Multi-queues can be state-of-the-art priority schedulers. 2022. doi:10.5281/ZENODO.5733408
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
2022 |
Published |
Conference Paper |
IST-REx-ID: 11180 |
Postnikova A, Koval N, Nadiradze G, Alistarh D-A. Multi-queues can be state-of-the-art priority schedulers. In: Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery; 2022:353-367. doi:10.1145/3503221.3508432
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 11181 |
Brown TA, Sigouin W, Alistarh D-A. PathCAS: An efficient middle ground for concurrent search data structures. In: Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery; 2022:385-399. doi:10.1145/3503221.3508410
[Published Version]
View
| Files available
| DOI
| WoS
2022 |
Published |
Conference Paper |
IST-REx-ID: 11183 |
Nikabadi A, Korhonen J. Beyond distributed subgraph detection: Induced subgraphs, multicolored problems and graph parameters. In: Bramas Q, Gramoli V, Milani A, eds. 25th International Conference on Principles of Distributed Systems. Vol 217. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2022. doi:10.4230/LIPIcs.OPODIS.2021.15
[Published Version]
View
| Files available
| DOI
2022 |
Published |
Conference Paper |
IST-REx-ID: 11184 |
Alistarh D-A, Gelashvili R, Rybicki J. Fast graphical population protocols. In: Bramas Q, Gramoli V, Milani A, eds. 25th International Conference on Principles of Distributed Systems. Vol 217. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2022. doi:10.4230/LIPIcs.OPODIS.2021.14
[Published Version]
View
| Files available
| DOI
| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 17059 |
Frantar E, Alistarh D-A. SPDY: Accurate pruning with speedup guarantees. In: 39th International Conference on Machine Learning. Vol 162. ML Research Press; 2022:6726-6743.
[Published Version]
View
| Files available
| WoS
2022 |
Published |
Conference Paper |
IST-REx-ID: 17087 |
Frantar E, Singh SP, Alistarh D-A. Optimal brain compression: A framework for accurate post-training quantization and pruning. In: 36th Conference on Neural Information Processing Systems. Vol 35. ML Research Press; 2022.
[Submitted Version]
View
| Files available
| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 17088 |
Kurtic E, Campos D, Nguyen T, et al. The optimal BERT surgeon: Scalable and accurate second-order pruning for large language models. In: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics; 2022:4163-4181. doi:10.18653/v1/2022.emnlp-main.279
[Published Version]
View
| Files available
| DOI
| arXiv
2022 |
Published |
Journal Article |
IST-REx-ID: 8286 |
Alistarh D-A, Nadiradze G, Sabour A. Dynamic averaging load balancing on cycles. Algorithmica. 2022;84(4):1007-1029. doi:10.1007/s00453-021-00905-9
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2022 |
Published |
Journal Article |
IST-REx-ID: 11420 |
Shevchenko A, Kungurtsev V, Mondelli M. Mean-field analysis of piecewise linear solutions for wide ReLU networks. Journal of Machine Learning Research. 2022;23(130):1-55.
[Published Version]
View
| Files available
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 11452 |
Alimisis F, Davies P, Vandereycken B, Alistarh D-A. Distributed principal component analysis with limited communication. In: Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems. Vol 4. Neural Information Processing Systems Foundation; 2021:2823-2834.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 11458 |
Krumes A, Iofinova EB, Vladu A, Alistarh D-A. AC/DC: Alternating Compressed/DeCompressed training of deep neural networks. In: 35th Conference on Neural Information Processing Systems. Vol 34. Neural Information Processing Systems Foundation; 2021:8557-8570.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 11463 |
Frantar E, Kurtic E, Alistarh D-A. M-FAC: Efficient matrix-free approximations of second-order information. In: 35th Conference on Neural Information Processing Systems. Vol 34. Neural Information Processing Systems Foundation; 2021:14873-14886.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 11464 |
Alistarh D-A, Korhonen J. Towards tight communication lower bounds for distributed optimisation. In: 35th Conference on Neural Information Processing Systems. Vol 34. Neural Information Processing Systems Foundation; 2021:7254-7266.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 13147 |
Alimisis F, Davies P, Alistarh D-A. Communication-efficient distributed optimization with quantized preconditioners. In: Proceedings of the 38th International Conference on Machine Learning. Vol 139. ML Research Press; 2021:196-206.
[Published Version]
View
| Files available
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 15263 |
Alimisis F, Orvieto A, Becigneul G, Lucchi A. Momentum improves optimization on Riemannian manifolds. In: Proceedings of the 24th International Conference on Artificial Intelligence and Statistics. Vol 130. ML Research Press; 2021:1351-1359.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 15267 |
Czumaj A, Davies P. Exploiting spontaneous transmissions for broadcasting and leader election in radio networks. Journal of the ACM. 2021;68(2). doi:10.1145/3446383
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 15271
Czumaj A, Davies P, Parter M. Simple, deterministic, constant-round coloring in congested clique and MPC. SIAM Journal on Computing. 2021;50(5):1603-1626. doi:10.1137/20m1366502
View
| DOI
| WoS