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554 Publications


2022 | Conference Paper | IST-REx-ID: 14106 | OA
Lohaus, M., Kleindessner, M., Kenthapadi, K., Locatello, F., & Russell, C. (2022). Are two heads the same as one? Identifying disparate treatment in fair neural networks. In 36th Conference on Neural Information Processing Systems (Vol. 35, pp. 16548–16562). New Orleans, LA, United States: Neural Information Processing Systems Foundation.
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2022 | Conference Paper | IST-REx-ID: 14093 | OA
Dresdner, G., Vladarean, M.-L., Rätsch, G., Locatello, F., Cevher, V., & Yurtsever, A. (2022). Faster one-sample stochastic conditional gradient method for composite convex minimization. In Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (Vol. 151, pp. 8439–8457). Virtual: ML Research Press.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2022 | Thesis | IST-REx-ID: 11473 | OA
Mysliwy, K. (2022). Polarons in Bose gases and polar crystals: Some rigorous energy estimates. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:11473
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2022 | Journal Article | IST-REx-ID: 10564 | OA
Mysliwy, K., & Seiringer, R. (2022). Polaron models with regular interactions at strong coupling. Journal of Statistical Physics. Springer Nature. https://doi.org/10.1007/s10955-021-02851-w
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2022 | Journal Article | IST-REx-ID: 11402 | OA
Chatterjee, K., & Doyen, L. (2022). Graph planning with expected finite horizon. Journal of Computer and System Sciences. Elsevier. https://doi.org/10.1016/j.jcss.2022.04.003
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 

2022 | Conference Paper | IST-REx-ID: 14114 | OA
Zietlow, D., Lohaus, M., Balakrishnan, G., Kleindessner, M., Locatello, F., Scholkopf, B., & Russell, C. (2022). Leveling down in computer vision: Pareto inefficiencies in fair deep classifiers. In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 10400–10411). New Orleans, LA, United States: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/cvpr52688.2022.01016
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2022 | Conference Paper | IST-REx-ID: 14168 | OA
Rahaman, N., Weiss, M., Locatello, F., Pal, C., Bengio, Y., Schölkopf, B., … Ballas, N. (2022). Neural attentive circuits. In 36th Conference on Neural Information Processing Systems (Vol. 35). New Orleans, United States.
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2022 | Conference Paper | IST-REx-ID: 14170 | OA
Dittadi, A., Papa, S., Vita, M. D., Schölkopf, B., Winther, O., & Locatello, F. (n.d.). Generalization and robustness implications in object-centric learning. In Proceedings of the 39th International Conference on Machine Learning (Vol. 2022, pp. 5221–5285). Baltimore, MD, United States: ML Research Press.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2022 | Conference Paper | IST-REx-ID: 14172 | OA
Schott, L., Kügelgen, J. von, Träuble, F., Gehler, P., Russell, C., Bethge, M., … Brendel, W. (2022). Visual representation learning does not generalize strongly within the  same domain. In 10th International Conference on Learning Representations. Virtual.
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2022 | Conference Paper | IST-REx-ID: 14107 | OA
Yao, J., Hong, Y., Wang, C., Xiao, T., He, T., Locatello, F., … Zhang, Z. (2022). Self-supervised amodal video object segmentation. In 36th Conference on Neural Information Processing Systems. New Orleans, LA, United States. https://doi.org/10.48550/arXiv.2210.12733
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2022 | Conference Paper | IST-REx-ID: 14171 | OA
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 | Conference Paper | IST-REx-ID: 14174 | OA
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 | Conference Paper | IST-REx-ID: 14175 | OA
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 | Preprint | IST-REx-ID: 14220 | OA
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 | Conference Paper | IST-REx-ID: 14215 | OA
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 | Preprint | IST-REx-ID: 12750 | OA
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
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Journal Article | IST-REx-ID: 14357 | OA
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.
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 

2022 | Journal Article | IST-REx-ID: 14355 | OA
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.
[Published Version] View | Files available | DOI
 

2022 | Journal Article | IST-REx-ID: 14356 | OA
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.
[Published Version] View | Files available | DOI
 

2022 | Conference Paper | IST-REx-ID: 11185 | OA
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
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Paper | IST-REx-ID: 12775 | OA
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
[Published Version] View | Files available | DOI | arXiv
 

2022 | Journal Article | IST-REx-ID: 12510 | OA
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
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Journal Article | IST-REx-ID: 10802 | OA
Konstantinov, N. H., & Lampert, C. (2022). Fairness-aware PAC learning from corrupted data. Journal of Machine Learning Research. ML Research Press.
[Published Version] View | Files available | arXiv
 

2022 | Conference Paper | IST-REx-ID: 13241 | OA
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.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 

2022 | Journal Article | IST-REx-ID: 10566 | OA
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 | 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 | Journal Article | IST-REx-ID: 12274 | OA
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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2022 | Journal Article | IST-REx-ID: 12144 | OA
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 | Journal Article | IST-REx-ID: 12275 | OA
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 | Journal Article | IST-REx-ID: 12146 | OA
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 | Journal Article | IST-REx-ID: 10656 | OA
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 | Journal Article | IST-REx-ID: 10846 | OA
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 | Journal Article | IST-REx-ID: 11333 | OA
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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2022 | Journal Article | IST-REx-ID: 12116 | OA
Chhugani, K., Frolova, A., Salyha, Y., Fiscutean, A., Zlenko, O., Reinsone, S., … Mangul, S. (2022). Remote opportunities for scholars in Ukraine. Science. American Association for the Advancement of Science. https://doi.org/10.1126/science.adg0797
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2022 | Journal Article | IST-REx-ID: 10753 | OA
Confavreux, B. J., & Vogels, T. P. (2022). A familiar thought: Machines that replace us? Neuron. Elsevier. https://doi.org/10.1016/j.neuron.2022.01.014
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2022 | Journal Article | IST-REx-ID: 12120
Xiao, H., Hu, Y., Wang, Y., Cheng, J., Wang, J., Chen, G., … Zhang, J. (2022). Nitrate availability controls translocation of the transcription factor NAC075 for cell-type-specific reprogramming of root growth. Developmental Cell. Elsevier. https://doi.org/10.1016/j.devcel.2022.11.006
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2022 | Journal Article | IST-REx-ID: 12236
Wang, X., Zuo, Y., Horta, S., He, R., Yang, L., Ostovari Moghaddam, A., … Cabot, A. (2022). CoFeNiMnZnB as a high-entropy metal boride to boost the oxygen evolution reaction. ACS Applied Materials & Interfaces. American Chemical Society. https://doi.org/10.1021/acsami.2c11627
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2022 | Journal Article | IST-REx-ID: 11841 | OA
Toprakcioglu, Z., Kamada, A., Michaels, T. C. T., Xie, M., Krausser, J., Wei, J., … Knowles, T. P. J. (2022). Adsorption free energy predicts amyloid protein nucleation rates. Proceedings of the National Academy of Sciences of the United States of America. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.2109718119
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2022 | Journal Article | IST-REx-ID: 11462
Dormeshkin, D., Shapira, M., Karputs, A., Kavaleuski, A., Kuzminski, I., Stepanova, E., & Gilep, A. (2022). Combining of synthetic VHH and immune scFv libraries for pregnancy-associated glycoproteins ELISA development. Applied Microbiology and Biotechnology. Springer Nature. https://doi.org/10.1007/s00253-022-12022-w
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2022 | Journal Article | IST-REx-ID: 11144
Su, L., Wang, D., Wang, S., Qin, B., Wang, Y., Qin, Y., … Zhao, L. D. (2022). High thermoelectric performance realized through manipulating layered phonon-electron decoupling. Science. American Association for the Advancement of Science. https://doi.org/10.1126/science.abn8997
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2022 | Journal Article | IST-REx-ID: 12278 | OA
Shuvaev, A., Dziom, U., Gospodarič, J., Novik, E. G., Dobretsova, A. A., Mikhailov, N. N., … Pimenov, A. (2022). Band structure near the Dirac Point in HgTe quantum wells with critical thickness. Nanomaterials. MDPI. https://doi.org/10.3390/nano12142492
[Published Version] View | Files available | DOI | WoS
 

2022 | Thesis | IST-REx-ID: 10799 | OA
Konstantinov, N. H. (2022). Robustness and fairness in machine learning. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:10799
[Published Version] View | Files available | DOI
 

2022 | Journal Article | IST-REx-ID: 10797 | OA
Floreani, S., Redig, F., & Sau, F. (2022). Orthogonal polynomial duality of boundary driven particle systems and non-equilibrium correlations. Annales de l’institut Henri Poincare (B) Probability and Statistics. Institute of Mathematical Statistics. https://doi.org/10.1214/21-AIHP1163
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2022 | Journal Article | IST-REx-ID: 11354 | OA
Dello Schiavo, L. (2022). The Dirichlet–Ferguson diffusion on the space of probability measures over a closed Riemannian manifold. Annals of Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/21-AOP1541
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2022 | Journal Article | IST-REx-ID: 10813 | OA
Cao, D., Shen, X., Wang, A., Yu, F., Wu, Y., Shi, S., … Chen, Y. (2022). Threshold potentials for fast kinetics during mediated redox catalysis of insulators in Li–O2 and Li–S batteries. Nature Catalysis. Springer Nature. https://doi.org/10.1038/s41929-022-00752-z
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS
 

2022 | Preprint | IST-REx-ID: 10792 | OA
Schaaf, Z., Tat, L., Cannizzaro, N., Green, R., Rülicke, T., Hippenmeyer, S., & Zarbalis, K. (n.d.). WDFY3 cell autonomously controls neuronal migration. Research Square. https://doi.org/10.21203/rs.3.rs-1316167/v1
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2022 | Journal Article | IST-REx-ID: 14437
Utzat, H., & Ibáñez, M. (2022). Molecular engineering enables bright blue LEDs. Nature. Springer Nature. https://doi.org/10.1038/d41586-022-04447-0
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2022 | Journal Article | IST-REx-ID: 11435 | OA
Ivanov, G., & Naszodi, M. (2022). A quantitative Helly-type theorem: Containment in a homothet. SIAM Journal on Discrete Mathematics. Society for Industrial and Applied Mathematics. https://doi.org/10.1137/21M1403308
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2022 | Journal Article | IST-REx-ID: 12776 | OA
Browning, T. D. (2022). Revisiting the Manin–Peyre conjecture for the split del Pezzo surface of degree 5. New York Journal of Mathematics. State University of New York.
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2022 | Journal Article | IST-REx-ID: 10850 | OA
Roos, B., & Seiringer, R. (2022). Two-particle bound states at interfaces and corners. Journal of Functional Analysis. Elsevier. https://doi.org/10.1016/j.jfa.2022.109455
[Published Version] View | Files available | DOI | WoS | arXiv
 

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