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5779 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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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: 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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| 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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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 | Journal Article | IST-REx-ID: 12237 |
Fiedler C, Kleinhanns T, Garcia M, Lee S, Calcabrini M, Ibáñez M. 2022. Solution-processed inorganic thermoelectric materials: Opportunities and challenges ∇. Chemistry of Materials. 34(19), 8471–8489.
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| PubMed | Europe PMC
2022 | Published | Journal Article | IST-REx-ID: 10211 |
Mondelli M, Thrampoulidis C, Venkataramanan R. 2022. Optimal combination of linear and spectral estimators for generalized linear models. Foundations of Computational Mathematics. 22(5), 1513–1566.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10704 |
Hausel T, Hitchin N. 2022. Very stable Higgs bundles, equivariant multiplicity and mirror symmetry. Inventiones Mathematicae. 228, 893–989.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10602 |
Kretinsky J, Meggendorfer T, Waldmann C, Weininger M. 2022. Index appearance record with preorders. Acta Informatica. 59, 585–618.
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2022 | Published | Journal Article | IST-REx-ID: 7791 |
Akopyan A, Karasev R. 2022. When different norms lead to same billiard trajectories? European Journal of Mathematics. 8(4), 1309–1312.
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