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.
174 Publications
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.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2022 |
Published |
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.
[Published Version]
View
| Files available
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10853 |
Fedorov, Alexander, et al. “A Scalable Concurrent Algorithm for Dynamic Connectivity.” Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures, Association for Computing Machinery, 2021, pp. 208–20, doi:10.1145/3409964.3461810.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10854 |
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 |
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 |
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.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| 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.
[Published Version]
View
| Download Published Version (ext.)
| 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.
[Published Version]
View
| Download Published Version (ext.)
| 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.
[Published Version]
View
| Files available
| 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.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2021 |
Published |
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.
View
| DOI
| WoS
2021 |
Published |
Journal Article |
IST-REx-ID: 10180 |
Hoefler, Torsten, et al. “Sparsity in Deep Learning: Pruning and Growth for Efficient Inference and Training in Neural Networks.” Journal of Machine Learning Research, vol. 22, no. 241, ML Research Press, 2021, pp. 1–124.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10216 |
Chatterjee, Bapi, et al. “Brief Announcement: Non-Blocking Dynamic Unbounded Graphs with Worst-Case Amortized Bounds.” 35th International Symposium on Distributed Computing, vol. 209, 52, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, doi:10.4230/LIPIcs.DISC.2021.52.
[Published Version]
View
| Files available
| DOI
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10217 |
Alistarh, Dan-Adrian, et al. “Lower Bounds for Shared-Memory Leader Election under Bounded Write Contention.” 35th International Symposium on Distributed Computing, vol. 209, 4, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, doi:10.4230/LIPIcs.DISC.2021.4.
[Published Version]
View
| Files available
| DOI
2021 |
Published |
Conference Paper |
IST-REx-ID: 10218 |
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: 10219 |
Korhonen, Janne, et al. “Brief Announcement: Sinkless Orientation Is Hard Also in the Supported LOCAL Model.” 35th International Symposium on Distributed Computing, vol. 209, 58, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, doi:10.4230/LIPIcs.DISC.2021.58.
[Published Version]
View
| Files available
| DOI
| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10435 |
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
2021 |
Published |
Journal Article |
IST-REx-ID: 7939 |
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 |
Journal Article |
IST-REx-ID: 8723 |
Li, Shigang, et al. “Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging.” IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 7, 9271898, IEEE, 2021, doi:10.1109/TPDS.2020.3040606.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 9541 |
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