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151 Publications

2021 | Published | Conference Paper | IST-REx-ID: 15263 | OA
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.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2021 | Published | Journal Article | IST-REx-ID: 15267 | OA
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.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 9823 | OA
Alistarh, Dan-Adrian, et al. “Wait-Free Approximate Agreement on Graphs.” Structural Information and Communication Complexity, vol. 12810, Springer Nature, 2021, pp. 87–105, doi:10.1007/978-3-030-79527-6_6.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2021 | Published | Journal Article | IST-REx-ID: 9827 | OA
Chatterjee, Bapi, et al. “Concurrent Linearizable Nearest Neighbour Search in LockFree-KD-Tree.” Theoretical Computer Science, vol. 886, Elsevier, 2021, pp. 27–48, doi:10.1016/j.tcs.2021.06.041.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 
2021 | Published | Conference Paper | IST-REx-ID: 9951
Alistarh, Dan-Adrian, et al. “Comparison Dynamics in Population Protocols.” Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2021, pp. 55–65, doi:10.1145/3465084.3467915.
View | DOI | WoS
 
2021 | Published | Journal Article | IST-REx-ID: 9571 | OA
Ramezani-Kebrya, Ali, NUQSGD: Provably communication-efficient data-parallel SGD via nonuniform quantization. Journal of Machine Learning Research 22 (114). 2021
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 10218 | OA
Alistarh, Dan-Adrian, et al. “Brief Announcement: Fast Graphical Population Protocols.” 35th International Symposium on Distributed Computing, vol. 209, 43, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, doi:10.4230/LIPIcs.DISC.2021.43.
[Published Version] View | Files available | DOI | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 9678 | OA
Brandt, Sebastian, et al. “Efficient Load-Balancing through Distributed Token Dropping.” Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2021, pp. 129–39, doi:10.1145/3409964.3461785.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2021 | Published | Journal Article | IST-REx-ID: 8723 | OA
Li, Shigang, Breaking (global) barriers in parallel stochastic optimization with wait-avoiding group averaging. IEEE Transactions on Parallel and Distributed Systems 32 (7). 2021
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 10854 | OA
Foerster, Klaus-Tycho, et al. “Input-Dynamic Distributed Algorithms for Communication Networks.” Abstract Proceedings of the 2021 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, Association for Computing Machinery, 2021, pp. 71–72, doi:10.1145/3410220.3453923.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2021 | Published | Journal Article | IST-REx-ID: 10855 | OA
Foerster, Klaus-Tycho, et al. “Input-Dynamic Distributed Algorithms for Communication Networks.” Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 5, no. 1, Association for Computing Machinery, 2021, pp. 1–33, doi:10.1145/3447384.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2021 | Published | Journal Article | IST-REx-ID: 7939 | OA
Censor-Hillel, Keren, et al. “Fast Approximate Shortest Paths in the Congested Clique.” Distributed Computing, vol. 34, Springer Nature, 2021, pp. 463–87, doi:10.1007/s00446-020-00380-5.
[Published Version] View | Files available | DOI | Download Published Version (ext.) | WoS | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 9620 | OA
Alistarh, Dan-Adrian, Collecting coupons is faster with friends. Structural Information and Communication Complexity 12810. 2021
[Preprint] View | Files available | DOI
 
2021 | Published | Conference Paper | IST-REx-ID: 9543 | OA
Davies, Peter, New bounds for distributed mean estimation and variance reduction. 9th International Conference on Learning Representations. 2021
[Published Version] View | Download Published Version (ext.) | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 9933 | OA
Czumaj, Artur, et al. “Component Stability in Low-Space Massively Parallel Computation.” Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2021, pp. 481–491, doi:10.1145/3465084.3467903.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 9935 | OA
Czumaj, Artur, et al. “Improved Deterministic (Δ+1) Coloring in Low-Space MPC.” Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2021, pp. 469–479, doi:10.1145/3465084.3467937.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 
2021 | Published | Journal Article | IST-REx-ID: 9541 | OA
Czumaj, Artur, et al. “Graph Sparsification for Derandomizing Massively Parallel Computation with Low Space.” ACM Transactions on Algorithms, vol. 17, no. 2, 16, Association for Computing Machinery, 2021, doi:10.1145/3451992.
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | WoS | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 13147 | OA
Alimisis, Foivos, Communication-efficient distributed optimization with quantized preconditioners. Proceedings of the 38th International Conference on Machine Learning 139. 2021
[Published Version] View | Files available | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 11436 | OA
Kungurtsev, Vyacheslav, et al. “Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees.” 35th AAAI Conference on Artificial Intelligence, AAAI 2021, vol. 35, no. 9B, AAAI Press, 2021, pp. 8209–16.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2021 | Published | Conference Paper | IST-REx-ID: 10435 | OA
Nadiradze, Giorgi, et al. “Asynchronous Decentralized SGD with Quantized and Local Updates.” 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

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