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9311 Publications
2022 |Submitted| Conference Paper | IST-REx-ID: 14170 |
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A. Dittadi, S. Papa, M. D. Vita, B. Schölkopf, O. Winther, and F. Locatello, “Generalization and robustness implications in object-centric learning,” in Proceedings of the 39th International Conference on Machine Learning, Baltimore, MD, United States, vol. 2022, pp. 5221–5285.
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2022 |Published| Conference Paper | IST-REx-ID: 14172 |
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L. Schott et al., “Visual representation learning does not generalize strongly within the same domain,” in 10th International Conference on Learning Representations, Virtual, 2022.
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2022 |Published| Conference Paper | IST-REx-ID: 14107 |
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J. Yao et al., “Self-supervised amodal video object segmentation,” in 36th Conference on Neural Information Processing Systems, New Orleans, LA, United States, 2022.
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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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| arXiv
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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| arXiv
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: 14357 |
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Boegershausen N, Krawczyk HE, Jamra RA, Lin S-J, Yigit G, Huening I, Polo AM, Vona B, Huang K, Schmidt J, Altmueller J, Luppe J, Platzer K, Doergeloh BB, Busche A, Biskup S, Mendes, I M, Smith DEC, Salomons GS, Zibat A, Bueltmann E, Nuernberg P, Spielmann M, Lemke JR, Li Y, Zenker M, Varshney GK, Hillen HS, Kratz CP, Wollnik B. 2022. WARS1 and SARS1: Two tRNA synthetases implicated in autosomal recessive microcephaly. Human Mutation. 43(10), 1454–1471.
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| PubMed | Europe PMC
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| Journal Article | IST-REx-ID: 14356 |
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Lin S-J, Vona B, Porter HM, Izadi M, Huang K, Lacassie Y, Rosenfeld JA, Khan S, Petree C, Ali TA, Muhammad N, Khan SA, Muhammad N, Liu P, Haymon M-L, Rueschendorf F, Kong I-K, Schnapp L, Shur N, Chorich L, Layman L, Haaf T, Pourkarimi E, Kim H-G, Varshney GK. 2022. Biallelic variants in WARS1 cause a highly variable neurodevelopmental syndrome and implicate a critical exon for normal auditory function. Human Mutation. 43(10), 1472–1489.
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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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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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