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5657 Publications
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.
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| 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.
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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.
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 9632 |
Singh, Sidak Pal, WoodFisher: Efficient second-order approximation for neural network compression. 33. 2020
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 9631 |
Aksenov, Vitaly, Scalable belief propagation via relaxed scheduling. 33. 2020
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 8272 |
Chatterjee, Krishnendu, et al. “Stochastic Games with Lexicographic Reachability-Safety Objectives.” International Conference on Computer Aided Verification, vol. 12225, Springer Nature, 2020, pp. 398–420, doi:10.1007/978-3-030-53291-8_21.
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 7955 |
Ashok, Pranav, Approximating values of generalized-reachability stochastic games. Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science . 2020
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 10673 |
Hasani, Ramin, et al. “A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits.” Proceedings of the 37th International Conference on Machine Learning, 2020, pp. 4082–93.
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2020 | Published | Conference Paper | IST-REx-ID: 10672 |
Lechner, Mathias. “Learning Representations for Binary-Classification without Backpropagation.” 8th International Conference on Learning Representations, ICLR, 2020.
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2020 | Published | Conference Paper | IST-REx-ID: 8623 |
Henzinger, Thomas A., and Naci E. Sarac. “Monitorability under Assumptions.” Runtime Verification, vol. 12399, Springer Nature, 2020, pp. 3–18, doi:10.1007/978-3-030-60508-7_1.
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2020 | Published | Conference Paper | IST-REx-ID: 9103 |
Gruenbacher, Sophie, et al. “Lagrangian Reachtubes: The next Generation.” Proceedings of the 59th IEEE Conference on Decision and Control, vol. 2020, IEEE, 2020, pp. 1556–63, doi:10.1109/CDC42340.2020.9304042.
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2020 | Published | Conference Paper | IST-REx-ID: 9202 |
Garcia Soto, Miriam, and Pavithra Prabhakar. “Hybridization for Stability Verification of Nonlinear Switched Systems.” 2020 IEEE Real-Time Systems Symposium, IEEE, 2020, pp. 244–56, doi:10.1109/RTSS49844.2020.00031.
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2020 | Published | Journal Article | IST-REx-ID: 8679
Lechner, Mathias, et al. “Neural Circuit Policies Enabling Auditable Autonomy.” Nature Machine Intelligence, vol. 2, Springer Nature, 2020, pp. 642–52, doi:10.1038/s42256-020-00237-3.
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2020 | Published | Conference Paper | IST-REx-ID: 8012 |
Kragl, Bernhard, et al. “Inductive Sequentialization of Asynchronous Programs.” Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation, Association for Computing Machinery, 2020, pp. 227–42, doi:10.1145/3385412.3385980.
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2020 | Published | Conference Paper | IST-REx-ID: 8195 |
Kragl, Bernhard, et al. “Refinement for Structured Concurrent Programs.” Computer Aided Verification, vol. 12224, Springer Nature, 2020, pp. 275–98, doi:10.1007/978-3-030-53288-8_14.
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2020 | Published | Conference Paper | IST-REx-ID: 8194 |
Baranowski, Marek, et al. “An SMT Theory of Fixed-Point Arithmetic.” Automated Reasoning, vol. 12166, Springer Nature, 2020, pp. 13–31, doi:10.1007/978-3-030-51074-9_2.
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2020 | Published | Conference Paper | IST-REx-ID: 8704 |
Lechner, Mathias, Gershgorin loss stabilizes the recurrent neural network compartment of an end-to-end robot learning scheme. Proceedings - IEEE International Conference on Robotics and Automation. 2020
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2020 | Published | Conference Paper | IST-REx-ID: 9040 |
Alamdari, Par Alizadeh, Formal methods with a touch of magic. Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design. 2020
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2020 | Published | Conference Paper | IST-REx-ID: 8599 |
Avni, Guy, A survey of bidding games on graphs. 31st International Conference on Concurrency Theory 171. 2020
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2020 | Published | Journal Article | IST-REx-ID: 7866 |
Fellner, Klemens, Uniform convergence to equilibrium for a family of drift–diffusion models with trap-assisted recombination and the limiting Shockley–Read–Hall model. Journal of Elliptic and Parabolic Equations 6. 2020
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