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5735 Publications
2022 | Published | Journal Article | IST-REx-ID: 12147 | 
Hasani, R., Lechner, M., Amini, A., Liebenwein, L., Ray, A., Tschaikowski, M., … Rus, D. (2022). Closed-form continuous-time neural networks. Nature Machine Intelligence. Springer Nature. https://doi.org/10.1038/s42256-022-00556-7
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12510 |
Gruenbacher, S. A., Lechner, M., Hasani, R., Rus, D., Henzinger, T. A., Smolka, S. A., & Grosu, R. (2022). GoTube: Scalable statistical verification of continuous-depth models. Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence. https://doi.org/10.1609/aaai.v36i6.20631
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2022 | Published | Conference Paper | IST-REx-ID: 12010 |
Brunnbauer, A., Berducci, L., Brandstatter, A., Lechner, M., Hasani, R., Rus, D., & Grosu, R. (2022). Latent imagination facilitates zero-shot transfer in autonomous racing. In 2022 International Conference on Robotics and Automation (pp. 7513–7520). Philadelphia, PA, United States: IEEE. https://doi.org/10.1109/ICRA46639.2022.9811650
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2022 | Draft | Preprint | IST-REx-ID: 11366 |
Lechner, M., Amini, A., Rus, D., & Henzinger, T. A. (n.d.). Revisiting the adversarial robustness-accuracy tradeoff in robot learning. arXiv. https://doi.org/10.48550/arXiv.2204.07373
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2022 | Published | Journal Article | IST-REx-ID: 9311 |
Chatterjee, K., Saona Urmeneta, R. J., & Ziliotto, B. (2022). Finite-memory strategies in POMDPs with long-run average objectives. Mathematics of Operations Research. Institute for Operations Research and the Management Sciences. https://doi.org/10.1287/moor.2020.1116
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 11402 |
Chatterjee, K., & Doyen, L. (2022). Graph planning with expected finite horizon. Journal of Computer and System Sciences. Elsevier. https://doi.org/10.1016/j.jcss.2022.04.003
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12214 |
Gehér, G. P., Titkos, T., & Virosztek, D. (2022). The isometry group of Wasserstein spaces: The Hilbertian case. Journal of the London Mathematical Society. Wiley. https://doi.org/10.1112/jlms.12676
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 11353 |
Qiu, L., Huang, G., Shomroni, I., Pan, J., Seidler, P., & Kippenberg, T. J. (2022). Dissipative quantum feedback in measurements using a parametrically coupled microcavity. PRX Quantum. American Physical Society. https://doi.org/10.1103/PRXQuantum.3.020309
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2022 | Published | Thesis | IST-REx-ID: 12368 |
Arslan, F. N. (2022). Remodeling of E-cadherin-mediated contacts via cortical flows. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12153
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2022 | Published | Journal Article | IST-REx-ID: 12209 |
Nunes Pinheiro, D. C., Kardos, R., Hannezo, E. B., & Heisenberg, C.-P. J. (2022). Morphogen gradient orchestrates pattern-preserving tissue morphogenesis via motility-driven unjamming. Nature Physics. Springer Nature. https://doi.org/10.1038/s41567-022-01787-6
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2022 | Published | Conference Paper | IST-REx-ID: 11355 |
Bartocci, E., Ferrere, T., Henzinger, T. A., Nickovic, D., & Da Costa, A. O. (2022). Information-flow interfaces. In Fundamental Approaches to Software Engineering (Vol. 13241, pp. 3–22). Munich, Germany: Springer Nature. https://doi.org/10.1007/978-3-030-99429-7_1
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2022 | Published | Thesis | IST-REx-ID: 12072 |
Shute, A. L. (2022). Existence and density problems in Diophantine geometry: From norm forms to Campana points. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12072
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2022 | Published | Journal Article | IST-REx-ID: 12226 |
Pokusaeva, V., Diez, A. R., Espinar, L., Pérez, A. T., & Filion, G. J. (2022). Strand asymmetry influences mismatch resolution during single-strand annealing. Genome Biology. Springer Nature. https://doi.org/10.1186/s13059-022-02665-3
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| PubMed | Europe PMC
2022 | Published | Journal Article | IST-REx-ID: 11552 |
Qiang, J., Zhou, L., Lu, P., Lin, K., Ma, Y., Pan, S., … Wu, J. (2022). Femtosecond rotational dynamics of D2 molecules in superfluid helium nanodroplets. Physical Review Letters. American Physical Society. https://doi.org/10.1103/PhysRevLett.128.243201
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| PubMed | Europe PMC
| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12150 |
Rzadkowski, W., Lemeshko, M., & Mentink, J. H. (2022). Artificial neural network states for nonadditive systems. Physical Review B. American Physical Society. https://doi.org/10.1103/physrevb.106.155127
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10802 |
Konstantinov, N. H., & Lampert, C. (2022). Fairness-aware PAC learning from corrupted data. Journal of Machine Learning Research. ML Research Press.
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2022 | Published | Conference Paper | IST-REx-ID: 12102 |
Ahmadi, Ali, Algorithms and hardness results for computing cores of Markov chains. 42nd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science 250. 2022
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2022 | Published | Conference Paper | IST-REx-ID: 12000 |
Chatterjee, K., Goharshady, A. K., Meggendorfer, T., & Zikelic, D. (2022). Sound and complete certificates for auantitative termination analysis of probabilistic programs. In Proceedings of the 34th International Conference on Computer Aided Verification (Vol. 13371, pp. 55–78). Haifa, Israel: Springer. https://doi.org/10.1007/978-3-031-13185-1_4
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2022 | Published | Journal Article | IST-REx-ID: 12511 |
Lechner, M., Zikelic, D., Chatterjee, K., & Henzinger, T. A. (2022). Stability verification in stochastic control systems via neural network supermartingales. Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence. https://doi.org/10.1609/aaai.v36i7.20695
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2022 | Draft | Preprint | IST-REx-ID: 14600 |
Zikelic, D., Lechner, M., Henzinger, T. A., & Chatterjee, K. (n.d.). Learning control policies for stochastic systems with reach-avoid guarantees. arXiv. https://doi.org/10.48550/ARXIV.2210.05308
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