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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, Teschl G, Rus D. 2022. Closed-form continuous-time neural networks. Nature Machine Intelligence. 4(11), 992–1003.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12510 |
Gruenbacher SA, Lechner M, Hasani R, Rus D, Henzinger TA, Smolka SA, Grosu R. 2022. GoTube: Scalable statistical verification of continuous-depth models. Proceedings of the AAAI Conference on Artificial Intelligence. 36(6), 6755–6764.
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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. 2022 International Conference on Robotics and Automation. ICRA: International Conference on Robotics and Automation, 7513–7520.
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| arXiv
2022 | Draft | Preprint | IST-REx-ID: 11366 |
Lechner M, Amini A, Rus D, Henzinger TA. Revisiting the adversarial robustness-accuracy tradeoff in robot learning. arXiv, 2204.07373.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 9311 |
Chatterjee K, Saona Urmeneta RJ, Ziliotto B. 2022. Finite-memory strategies in POMDPs with long-run average objectives. Mathematics of Operations Research. 47(1), 100–119.
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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. 129, 1–21.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12214 |
Gehér GP, Titkos T, Virosztek D. 2022. The isometry group of Wasserstein spaces: The Hilbertian case. Journal of the London Mathematical Society. 106(4), 3865–3894.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 11353 |
Qiu L, Huang G, Shomroni I, Pan J, Seidler P, Kippenberg TJ. 2022. Dissipative quantum feedback in measurements using a parametrically coupled microcavity. PRX Quantum. 3(2), 020309.
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2022 | Published | Thesis | IST-REx-ID: 12368 |
Arslan FN. 2022. Remodeling of E-cadherin-mediated contacts via cortical flows. Institute of Science and Technology Austria.
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2022 | Published | Journal Article | IST-REx-ID: 12209 |
Nunes Pinheiro DC, Kardos R, Hannezo EB, Heisenberg C-PJ. 2022. Morphogen gradient orchestrates pattern-preserving tissue morphogenesis via motility-driven unjamming. Nature Physics. 18(12), 1482–1493.
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2022 | Published | Conference Paper | IST-REx-ID: 11355 |
Bartocci E, Ferrere T, Henzinger TA, Nickovic D, Da Costa AO. 2022. Information-flow interfaces. Fundamental Approaches to Software Engineering. FASE: Fundamental Approaches to Software Engineering, LNCS, vol. 13241, 3–22.
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2022 | Published | Thesis | IST-REx-ID: 12072 |
Shute AL. 2022. Existence and density problems in Diophantine geometry: From norm forms to Campana points. Institute of Science and Technology Austria.
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2022 | Published | Journal Article | IST-REx-ID: 12226 |
Pokusaeva V, Diez AR, Espinar L, Pérez AT, Filion GJ. 2022. Strand asymmetry influences mismatch resolution during single-strand annealing. Genome Biology. 23, 93.
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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, Lu C, Jiang W, Sun F, Zhang W, Li H, Gong X, Averbukh IS, Prior Y, Schouder CA, Stapelfeldt H, Cherepanov I, Lemeshko M, Jäger W, Wu J. 2022. Femtosecond rotational dynamics of D2 molecules in superfluid helium nanodroplets. Physical Review Letters. 128(24), 243201.
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| PubMed | Europe PMC
| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12150 |
Rzadkowski W, Lemeshko M, Mentink JH. 2022. Artificial neural network states for nonadditive systems. Physical Review B. 106(15), 155127.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10802 |
Konstantinov NH, Lampert C. 2022. Fairness-aware PAC learning from corrupted data. Journal of Machine Learning Research. 23, 1–60.
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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 AK, Meggendorfer T, Zikelic D. 2022. Sound and complete certificates for auantitative termination analysis of probabilistic programs. Proceedings of the 34th International Conference on Computer Aided Verification. CAV: Computer Aided Verification, LNCS, vol. 13371, 55–78.
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2022 | Published | Journal Article | IST-REx-ID: 12511 |
Lechner M, Zikelic D, Chatterjee K, Henzinger TA. 2022. Stability verification in stochastic control systems via neural network supermartingales. Proceedings of the AAAI Conference on Artificial Intelligence. 36(7), 7326–7336.
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| arXiv
2022 | Draft | Preprint | IST-REx-ID: 14600 |
Zikelic D, Lechner M, Henzinger TA, Chatterjee K. Learning control policies for stochastic systems with reach-avoid guarantees. arXiv, 2210.05308.
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