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5280 Publications
2022 |Published| Conference Paper | IST-REx-ID: 14171 |
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P. Rolland et al., “Score matching enables causal discovery of nonlinear additive noise models,” in Proceedings of the 39th International Conference on Machine Learning, Baltimore, MD, United States, 2022, vol. 162, pp. 18741–18753.
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2022 |Published| Conference Paper | IST-REx-ID: 14174 |
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A. Dittadi et al., “The role of pretrained representations for the OOD generalization of reinforcement learning agents,” in 10th International Conference on Learning Representations, Virtual, 2022.
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2022 |Published| Conference Paper | IST-REx-ID: 14175 |
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O. Makansi et al., “You mostly walk alone: Analyzing feature attribution in trajectory prediction,” in 10th International Conference on Learning Representations, Virtual, 2022.
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| arXiv
2022 |Submitted| Preprint | IST-REx-ID: 14220 |
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D. Mambelli, F. Träuble, S. Bauer, B. Schölkopf, and F. Locatello, “Compositional multi-object reinforcement learning with linear relation networks,” arXiv. .
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2022 |Submitted| Conference Paper | IST-REx-ID: 14215 |
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N. Rahaman et al., “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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| arXiv
2022 |Submitted| Preprint | IST-REx-ID: 12750 |
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P. Brighi, M. Ljubotina, and M. Serbyn, “Hilbert space fragmentation and slow dynamics in particle-conserving quantum East models,” arXiv. .
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 14355 |
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Cali E, Lin S-J, Rocca C, Sahin Y, Al Shamsi A, El Chehadeh S, Chaabouni M, Mankad K, Galanaki E, Efthymiou S, Sudhakar S, Athanasiou-Fragkouli A, Celik T, Narli N, Bianca S, Murphy D, Moreira FMDC, Accogli A, Petree C, Huang K, Monastiri K, Edizadeh M, Nardello R, Ognibene M, De Marco P, Ruggieri M, Zara F, Striano P, Sahin Y, Al-Gazali L, Warde MTA, Gerard B, Zifarelli G, Beetz C, Fortuna S, Soler M, Valente EM, Varshney G, Maroofian R, Salpietro V, Houlden H, Grp SynS. 2022. A homozygous MED11 C-terminal variant causes a lethal neurodegenerative disease. Genetics in Medicine. 24(10), 2194–2203.
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2022 |Published| Conference Paper | IST-REx-ID: 11185 |
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A. M. Arroyo Guevara and S. Felsner, “Approximating the bundled crossing number,” in WALCOM 2022: Algorithms and Computation, Jember, Indonesia, 2022, vol. 13174, pp. 383–395.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 12775 |
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K. Grover, J. Kretinsky, T. Meggendorfer, and M. Weininger, “Anytime guarantees for reachability in uncountable Markov decision processes,” in 33rd International Conference on Concurrency Theory , Warsaw, Poland, 2022, vol. 243.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 12510 |
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S. A. Gruenbacher et al., “GoTube: Scalable statistical verification of continuous-depth models,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 6. Association for the Advancement of Artificial Intelligence, pp. 6755–6764, 2022.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 10802 |
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N. H. Konstantinov and C. Lampert, “Fairness-aware PAC learning from corrupted data,” Journal of Machine Learning Research, vol. 23. ML Research Press, pp. 1–60, 2022.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 13241 |
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N. H. Konstantinov and C. Lampert, “On the impossibility of fairness-aware learning from corrupted data,” in Proceedings of Machine Learning Research, 2022, vol. 171, pp. 59–83.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 10566 |
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M. Li et al., “Room temperature aqueous-based synthesis of copper-doped lead sulfide nanoparticles for thermoelectric application,” Chemical Engineering Journal, vol. 433. Elsevier, 2022.
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| WoS
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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L. Qi et al., “Adenylate cyclase activity of TIR1/AFB auxin receptors in plants,” Nature, vol. 611, no. 7934. Springer Nature, pp. 133–138, 2022.
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2022 |Published| Journal Article | IST-REx-ID: 12275 |
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M. Rahman, N. Ramirez, C. A. Diaz‐Balzac, and H. E. Bülow, “Specific N-glycans regulate an extracellular adhesion complex during somatosensory dendrite patterning,” EMBO Reports, vol. 23, no. 7. Embo Press, 2022.
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2022 |Published| Journal Article | IST-REx-ID: 12146 |
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B. Wang, R. Ayats López, A. Meseguer, and F. Marques, “Phase-locking flows between orthogonally stretching parallel plates,” Physics of Fluids, vol. 34, no. 11. AIP Publishing, 2022.
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2022 |Published| Journal Article | IST-REx-ID: 10656 |
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C. J. Muller et al., “Spontaneous aggregation of convective storms,” Annual Review of Fluid Mechanics, vol. 54. Annual Reviews, pp. 133–157, 2022.
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2022 |Published| Journal Article | IST-REx-ID: 10846 |
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M. Artan, J. Sohn, C. Lee, S. Y. Park, and S. J. V. Lee, “MON-2, a Golgi protein, promotes longevity by upregulating autophagy through mediating inter-organelle communications,” Autophagy, vol. 18, no. 5. Taylor & Francis, pp. 1208–1210, 2022.
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