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5029 Publications
2022 |Published| Conference Paper | IST-REx-ID: 14171 |
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Rolland, P., Cevher, V., Kleindessner, M., Russel, C., Schölkopf, B., Janzing, D., & Locatello, F. (2022). Score matching enables causal discovery of nonlinear additive noise models. In Proceedings of the 39th International Conference on Machine Learning (Vol. 162, pp. 18741–18753). Baltimore, MD, United States: ML Research Press.
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2022 |Published| Conference Paper | IST-REx-ID: 14174 |
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Dittadi, A., Träuble, F., Wüthrich, M., Widmaier, F., Gehler, P., Winther, O., … Bauer, S. (2022). The role of pretrained representations for the OOD generalization of reinforcement learning agents. In 10th International Conference on Learning Representations. Virtual.
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2022 |Published| Conference Paper | IST-REx-ID: 14175 |
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Makansi, O., Kügelgen, J. von, Locatello, F., Gehler, P., Janzing, D., Brox, T., & Schölkopf, B. (2022). You mostly walk alone: Analyzing feature attribution in trajectory prediction. In 10th International Conference on Learning Representations. Virtual.
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2022 |Submitted| Preprint | IST-REx-ID: 14220 |
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Mambelli, D., Träuble, F., Bauer, S., Schölkopf, B., & Locatello, F. (n.d.). Compositional multi-object reinforcement learning with linear relation networks. arXiv. https://doi.org/10.48550/arXiv.2201.13388
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2022 |Submitted| Conference Paper | IST-REx-ID: 14215 |
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Rahaman, N., Weiss, M., Träuble, F., Locatello, F., Lacoste, A., Bengio, Y., … Schölkopf, B. (n.d.). A general purpose neural architecture for geospatial systems. In 36th Conference on Neural Information Processing Systems. New Orleans, LA, United States.
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2022 |Submitted| Preprint | IST-REx-ID: 12750 |
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Brighi, P., Ljubotina, M., & Serbyn, M. (n.d.). Hilbert space fragmentation and slow dynamics in particle-conserving quantum East models. arXiv. https://doi.org/10.48550/arXiv.2210.15607
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2022 |Published| Conference Paper | IST-REx-ID: 11185 |
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Arroyo Guevara, A. M., & Felsner, S. (2022). Approximating the bundled crossing number. In WALCOM 2022: Algorithms and Computation (Vol. 13174, pp. 383–395). Jember, Indonesia: Springer Nature. https://doi.org/10.1007/978-3-030-96731-4_31
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2022 |Published| Conference Paper | IST-REx-ID: 12775 |
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Grover, K., Kretinsky, J., Meggendorfer, T., & Weininger, M. (2022). Anytime guarantees for reachability in uncountable Markov decision processes. In 33rd International Conference on Concurrency Theory (Vol. 243). Warsaw, Poland: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.CONCUR.2022.11
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 12510 |
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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| Journal Article | IST-REx-ID: 10802 |
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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: 13241 |
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Konstantinov, N. H., & Lampert, C. (2022). On the impossibility of fairness-aware learning from corrupted data. In Proceedings of Machine Learning Research (Vol. 171, pp. 59–83). ML Research Press.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 10566 |
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Li, M., Liu, Y., Zhang, Y., Chang, C., Zhang, T., Yang, D., … Cabot, A. (2022). Room temperature aqueous-based synthesis of copper-doped lead sulfide nanoparticles for thermoelectric application. Chemical Engineering Journal. Elsevier. https://doi.org/10.1016/j.cej.2021.133837
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2022 |Published| Journal Article | IST-REx-ID: 14381
Wagner, U. (2022). High-dimensional expanders (after Gromov, Kaufman, Kazhdan, Lubotzky, and others). Bulletin de La Societe Mathematique de France. Societe Mathematique de France. https://doi.org/10.24033/ast.1188
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2022 |Published| Journal Article | IST-REx-ID: 12274 |
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Azkanaz M, Corominas-Murtra B, Ellenbroek SIJ, Bruens L, Webb AT, Laskaris D, Oost KC, Lafirenze SJA, Annusver K, Messal HA, Iqbal S, Flanagan DJ, Huels DJ, Rojas-Rodríguez F, Vizoso M, Kasper M, Sansom OJ, Snippert HJ, Liberali P, Simons BD, Katajisto P, Hannezo EB, van Rheenen J. 2022. Retrograde movements determine effective stem cell numbers in the intestine. Nature. 607(7919), 548–554.
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| PubMed | Europe PMC
2022 |Published| Journal Article | IST-REx-ID: 12144 |
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Qi, L., Kwiatkowski, M., Chen, H., Hörmayer, L., Sinclair, S. A., Zou, M., … Friml, J. (2022). Adenylate cyclase activity of TIR1/AFB auxin receptors in plants. Nature. Springer Nature. https://doi.org/10.1038/s41586-022-05369-7
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2022 |Published| Journal Article | IST-REx-ID: 12275 |
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Rahman, M., Ramirez, N., Diaz‐Balzac, C. A., & Bülow, H. E. (2022). Specific N-glycans regulate an extracellular adhesion complex during somatosensory dendrite patterning. EMBO Reports. Embo Press. https://doi.org/10.15252/embr.202154163
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2022 |Published| Journal Article | IST-REx-ID: 12146 |
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Wang, B., Ayats López, R., Meseguer, A., & Marques, F. (2022). Phase-locking flows between orthogonally stretching parallel plates. Physics of Fluids. AIP Publishing. https://doi.org/10.1063/5.0124152
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2022 |Published| Journal Article | IST-REx-ID: 10656 |
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Muller, C. J., Yang, D., Craig, G., Cronin, T., Fildier, B., Haerter, J. O., … Sherwood, S. C. (2022). Spontaneous aggregation of convective storms. Annual Review of Fluid Mechanics. Annual Reviews. https://doi.org/10.1146/annurev-fluid-022421-011319
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2022 |Published| Journal Article | IST-REx-ID: 10846 |
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Artan, M., Sohn, J., Lee, C., Park, S. Y., & Lee, S. J. V. (2022). MON-2, a Golgi protein, promotes longevity by upregulating autophagy through mediating inter-organelle communications. Autophagy. Taylor & Francis. https://doi.org/10.1080/15548627.2022.2039523
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2022 |Published| Journal Article | IST-REx-ID: 11333 |
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Thayyil, S., Nishigami, Y., Islam, M. J., Hashim, P. K., Furuta, K., Oiwa, K., … Tamaoki, N. (2022). Dynamic control of microbial movement by photoswitchable ATP antagonists. Chemistry - A European Journal. Wiley. https://doi.org/10.1002/chem.202200807
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