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164 Publications
2022 |
Published |
Conference Paper |
IST-REx-ID: 12299 |
Iofinova, Eugenia B., et al. “How Well Do Sparse ImageNet Models Transfer?” 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers, 2022, pp. 12256–66, doi:10.1109/cvpr52688.2022.01195.
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| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 12780 |
Markov, Ilia, et al. “CGX: Adaptive System Support for Communication-Efficient Deep Learning.” Proceedings of the 23rd ACM/IFIP International Middleware Conference, Association for Computing Machinery, 2022, pp. 241–54, doi:10.1145/3528535.3565248.
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| arXiv
2022 |
Research Data Reference |
IST-REx-ID: 13076 |
Postnikova, Anastasiia, et al. Multi-Queues Can Be State-of-the-Art Priority Schedulers. Zenodo, 2022, doi:10.5281/ZENODO.5733408.
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2022 |
Published |
Conference Paper |
IST-REx-ID: 11180 |
Postnikova, Anastasiia, et al. “Multi-Queues Can Be State-of-the-Art Priority Schedulers.” Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2022, pp. 353–67, doi:10.1145/3503221.3508432.
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| arXiv
2022 |
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Conference Paper |
IST-REx-ID: 11181 |
Brown, Trevor A., et al. “PathCAS: An Efficient Middle Ground for Concurrent Search Data Structures.” Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2022, pp. 385–99, doi:10.1145/3503221.3508410.
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2022 |
Published |
Conference Paper |
IST-REx-ID: 11183 |
Nikabadi, Amir, and Janne Korhonen. “Beyond Distributed Subgraph Detection: Induced Subgraphs, Multicolored Problems and Graph Parameters.” 25th International Conference on Principles of Distributed Systems, edited by Quentin Bramas et al., vol. 217, 15, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, doi:10.4230/LIPIcs.OPODIS.2021.15.
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2022 |
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Conference Paper |
IST-REx-ID: 11184 |
Alistarh, Dan-Adrian, et al. “Fast Graphical Population Protocols.” 25th International Conference on Principles of Distributed Systems, edited by Quentin Bramas et al., vol. 217, 14, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, doi:10.4230/LIPIcs.OPODIS.2021.14.
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| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 17059 |
Frantar, Elias, and Dan-Adrian Alistarh. “SPDY: Accurate Pruning with Speedup Guarantees.” 39th International Conference on Machine Learning, vol. 162, ML Research Press, 2022, pp. 6726–43.
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2022 |
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Conference Paper |
IST-REx-ID: 17087 |
Frantar, Elias, et al. “Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning.” 36th Conference on Neural Information Processing Systems, vol. 35, ML Research Press, 2022.
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| arXiv
2022 |
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Conference Paper |
IST-REx-ID: 17088 |
Kurtic, Eldar, et al. “The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models.” Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, 2022, pp. 4163–81, doi:10.18653/v1/2022.emnlp-main.279.
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| arXiv
2022 |
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Journal Article |
IST-REx-ID: 8286 |
Alistarh, Dan-Adrian, et al. “Dynamic Averaging Load Balancing on Cycles.” Algorithmica, vol. 84, no. 4, Springer Nature, 2022, pp. 1007–29, doi:10.1007/s00453-021-00905-9.
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| arXiv
2022 |
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Journal Article |
IST-REx-ID: 11420 |
Shevchenko, Alexander, et al. “Mean-Field Analysis of Piecewise Linear Solutions for Wide ReLU Networks.” Journal of Machine Learning Research, vol. 23, no. 130, Journal of Machine Learning Research, 2022, pp. 1–55.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 11452 |
Alimisis, Foivos, et al. “Distributed Principal Component Analysis with Limited Communication.” Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, vol. 4, Neural Information Processing Systems Foundation, 2021, pp. 2823–34.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 11458 |
Krumes, Alexandra, et al. “AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks.” 35th Conference on Neural Information Processing Systems, vol. 34, Neural Information Processing Systems Foundation, 2021, pp. 8557–70.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 11463 |
Frantar, Elias, et al. “M-FAC: Efficient Matrix-Free Approximations of Second-Order Information.” 35th Conference on Neural Information Processing Systems, vol. 34, Neural Information Processing Systems Foundation, 2021, pp. 14873–86.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 11464 |
Alistarh, Dan-Adrian, and Janne Korhonen. “Towards Tight Communication Lower Bounds for Distributed Optimisation.” 35th Conference on Neural Information Processing Systems, vol. 34, Neural Information Processing Systems Foundation, 2021, pp. 7254–66.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 13147 |
Alimisis, Foivos, et al. “Communication-Efficient Distributed Optimization with Quantized Preconditioners.” Proceedings of the 38th International Conference on Machine Learning, vol. 139, ML Research Press, 2021, pp. 196–206.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 15263 |
Alimisis, Foivos, et al. “Momentum Improves Optimization on Riemannian Manifolds.” Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, vol. 130, ML Research Press, 2021, pp. 1351–59.
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| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 15267 |
Czumaj, Artur, and Peter Davies. “Exploiting Spontaneous Transmissions for Broadcasting and Leader Election in Radio Networks.” Journal of the ACM, vol. 68, no. 2, 13, Association for Computing Machinery, 2021, doi:10.1145/3446383.
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| arXiv
2021 |
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Journal Article |
IST-REx-ID: 15271
Czumaj, Artur, et al. “Simple, Deterministic, Constant-Round Coloring in Congested Clique and MPC.” SIAM Journal on Computing, vol. 50, no. 5, Society for Industrial and Applied Mathematics, 2021, pp. 1603–26, doi:10.1137/20m1366502.
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