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.
152 Publications
2021 | Published | Conference Paper | IST-REx-ID: 9543 | 
Davies, Peter, et al. “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 | Journal Article | IST-REx-ID: 9571 |
Ramezani-Kebrya, Ali, et al. “NUQSGD: Provably Communication-Efficient Data-Parallel SGD via Nonuniform Quantization.” Journal of Machine Learning Research, vol. 22, no. 114, Journal of Machine Learning Research, 2021, p. 1−43.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 9620 |
Alistarh, Dan-Adrian, and Peter Davies. “Collecting Coupons Is Faster with Friends.” Structural Information and Communication Complexity, vol. 12810, Springer Nature, 2021, pp. 3–12, doi:10.1007/978-3-030-79527-6_1.
[Preprint]
View
| Files available
| DOI
2020 | Published | Conference Paper | IST-REx-ID: 8191
Alistarh, Dan-Adrian, et al. “Memory Tagging: Minimalist Synchronization for Scalable Concurrent Data Structures.” Annual ACM Symposium on Parallelism in Algorithms and Architectures, no. 7, Association for Computing Machinery, 2020, pp. 37–49, doi:10.1145/3350755.3400213.
View
| DOI
| WoS
2020 | Published | Conference Paper | IST-REx-ID: 8383
Alistarh, Dan-Adrian, et al. “Brief Announcement: Why Extension-Based Proofs Fail.” Proceedings of the 39th Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2020, pp. 54–56, doi:10.1145/3382734.3405743.
View
| DOI
2020 | Conference Paper | IST-REx-ID: 9415 |
Kurtz, Mark, et al. “Inducing and Exploiting Activation Sparsity for Fast Neural Network Inference.” 37th International Conference on Machine Learning, ICML 2020, vol. 119, 2020, pp. 5533–43.
[Published Version]
View
| Files available
2020 | Published | Conference Paper | IST-REx-ID: 15074 |
Brandt, Sebastian, et al. “Brief Announcement: Efficient Load-Balancing through Distributed Token Dropping.” 34th International Symposium on Distributed Computing, vol. 179, 40, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, doi:10.4230/LIPIcs.DISC.2020.40.
[Published Version]
View
| Files available
| DOI
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 8725 |
Aksenov, Vitaly, et al. “The Splay-List: A Distribution-Adaptive Concurrent Skip-List.” 34th International Symposium on Distributed Computing, vol. 179, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, p. 3:1-3:18, doi:10.4230/LIPIcs.DISC.2020.3.
[Published Version]
View
| Files available
| DOI
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 8722 |
Li, Shigang, et al. “Taming Unbalanced Training Workloads in Deep Learning with Partial Collective Operations.” Proceedings of the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2020, pp. 45–61, doi:10.1145/3332466.3374528.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 7636 |
Brown, Trevor A., et al. “Non-Blocking Interpolation Search Trees with Doubly-Logarithmic Running Time.” Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2020, pp. 276–91, doi:10.1145/3332466.3374542.
[Published Version]
View
| DOI
| Download Published Version (ext.)
| WoS
2020 | Published | Conference Paper | IST-REx-ID: 15086 |
Faghri, Fartash, et al. “Adaptive Gradient Quantization for Data-Parallel SGD.” Advances in Neural Information Processing Systems, vol. 33, Neural Information Processing Systems Foundation, 2020.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 7803 |
Czumaj, Artur, et al. “Simple, Deterministic, Constant-Round Coloring in the Congested Clique.” Proceedings of the 2020 ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2020, pp. 309–18, doi:10.1145/3382734.3405751.
[Submitted Version]
View
| Files available
| DOI
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 7802 |
Czumaj, Artur, et al. “Graph Sparsification for Derandomizing Massively Parallel Computation with Low Space.” Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures (SPAA 2020), no. 7, Association for Computing Machinery, 2020, pp. 175–85, doi:10.1145/3350755.3400282.
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 7272 |
Arbel-Raviv, Maya, et al. “Getting to the Root of Concurrent Binary Search Tree Performance.” Proceedings of the 2018 USENIX Annual Technical Conference, USENIX Association, 2020, pp. 295–306.
[Published Version]
View
| Download Published Version (ext.)
2020 | Published | Conference Paper | IST-REx-ID: 9632 |
Singh, Sidak Pal, and Dan-Adrian Alistarh. WoodFisher: Efficient Second-Order Approximation for Neural Network Compression. Vol. 33, Neural Information Processing Systems Foundation, 2020, pp. 18098–109.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 9631 |
Aksenov, Vitaly, et al. Scalable Belief Propagation via Relaxed Scheduling. Vol. 33, Neural Information Processing Systems Foundation, 2020, pp. 22361–72.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2020 | Published | Journal Article | IST-REx-ID: 7224 |
Rybicki, Joel, et al. “Habitat Fragmentation and Species Diversity in Competitive Communities.” Ecology Letters, vol. 23, no. 3, Wiley, 2020, pp. 506–17, doi:10.1111/ele.13450.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
2020 | Published | Conference Paper | IST-REx-ID: 7635 |
Koval, Nikita, et al. “Testing Concurrency on the JVM with Lincheck.” Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2020, pp. 423–24, doi:10.1145/3332466.3374503.
[Published Version]
View
| DOI
| Download Published Version (ext.)
2020 | Published | Conference Paper | IST-REx-ID: 8724 |
Konstantinov, Nikola H., et al. “On the Sample Complexity of Adversarial Multi-Source PAC Learning.” Proceedings of the 37th International Conference on Machine Learning, vol. 119, ML Research Press, 2020, pp. 5416–25.
[Published Version]
View
| Files available
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 7213 |
Bhatia, Sumit, et al. “A Persistent Homology Perspective to the Link Prediction Problem.” Complex Networks and Their Applications VIII, vol. 881, Springer Nature, 2020, pp. 27–39, doi:10.1007/978-3-030-36687-2_3.
[Submitted Version]
View
| Files available
| DOI
| WoS