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5632 Publications
2020 | Published | Conference Paper | IST-REx-ID: 8728 | 
Asadi A, Chatterjee K, Goharshady AK, Mohammadi K, Pavlogiannis A. Faster algorithms for quantitative analysis of MCs and MDPs with small treewidth. In: Automated Technology for Verification and Analysis. Vol 12302. Springer Nature; 2020:253-270. doi:10.1007/978-3-030-59152-6_14
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2020 | Published | Conference Paper | IST-REx-ID: 8089 |
Chatterjee K, Fu H, Goharshady AK, Goharshady EK. Polynomial invariant generation for non-deterministic recursive programs. In: Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation. Association for Computing Machinery; 2020:672-687. doi:10.1145/3385412.3385969
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 6918 |
Goharshady AK, Mohammadi F. An efficient algorithm for computing network reliability in small treewidth. Reliability Engineering and System Safety. 2020;193. doi:10.1016/j.ress.2019.106665
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| arXiv
2020 | Published | Thesis | IST-REx-ID: 8620 |
Morandell J. Illuminating the role of Cul3 in autism spectrum disorder pathogenesis. 2020. doi:10.15479/AT:ISTA:8620
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2020 | Published | Journal Article | IST-REx-ID: 8434 |
Dimchev GA, Amiri B, Humphries AC, et al. Lamellipodin tunes cell migration by stabilizing protrusions and promoting adhesion formation. Journal of Cell Science. 2020;133(7). doi:10.1242/jcs.239020
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| PubMed | Europe PMC
2020 | Draft | Preprint | IST-REx-ID: 7800 |
Morandell J, Schwarz LA, Basilico B, et al. Cul3 regulates cytoskeleton protein homeostasis and cell migration during a critical window of brain development. bioRxiv. doi:10.1101/2020.01.10.902064
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2020 | Published | Journal Article | IST-REx-ID: 8131 |
Basilico B, Morandell J, Novarino G. Molecular mechanisms for targeted ASD treatments. Current Opinion in Genetics and Development. 2020;65(12):126-137. doi:10.1016/j.gde.2020.06.004
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| PubMed | Europe PMC
2020 | Published | Journal Article | IST-REx-ID: 7427 |
Tan S, Abas MF, Verstraeten I, et al. Salicylic acid targets protein phosphatase 2A to attenuate growth in plants. Current Biology. 2020;30(3):381-395.e8. doi:10.1016/j.cub.2019.11.058
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| PubMed | Europe PMC
2020 | Published | Journal Article | IST-REx-ID: 7500 |
Mazur E, Kulik I, Hajny J, Friml J. Auxin canalization and vascular tissue formation by TIR1/AFB-mediated auxin signaling in arabidopsis. New Phytologist. 2020;226(5):1375-1383. doi:10.1111/nph.16446
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2020 | Published | Thesis | IST-REx-ID: 8822 |
Hajny J. Identification and characterization of the molecular machinery of auxin-dependent canalization during vasculature formation and regeneration. 2020. doi:10.15479/AT:ISTA:8822
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2020 | Published | Thesis | IST-REx-ID: 8983 |
Emtenani S. Metabolic regulation of Drosophila macrophage tissue invasion. 2020. doi:10.15479/AT:ISTA:8983
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2020 | Draft | Preprint | IST-REx-ID: 8557 |
Belyaeva V, Wachner S, Gridchyn I, et al. Cortical actin properties controlled by Drosophila Fos aid macrophage infiltration against surrounding tissue resistance. bioRxiv. doi:10.1101/2020.09.18.301481
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2020 | Published | Conference Paper | IST-REx-ID: 9198 |
Shevchenko A, Mondelli M. Landscape connectivity and dropout stability of SGD solutions for over-parameterized neural networks. In: Proceedings of the 37th International Conference on Machine Learning. Vol 119. ML Research Press; 2020:8773-8784.
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 7885 |
Reversat A, Gärtner FR, Merrin J, et al. Cellular locomotion using environmental topography. Nature. 2020;582:582–585. doi:10.1038/s41586-020-2283-z
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2019 | Published | Conference Paper | IST-REx-ID: 14184 |
Locatello F, Tschannen M, Bauer S, Rätsch G, Schölkopf B, Bachem O. Disentangling factors of variation using few labels. In: 8th International Conference on Learning Representations. ; 2019.
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2019 | Published | Conference Paper | IST-REx-ID: 14189 |
Gresele L, Rubenstein PK, Mehrjou A, Locatello F, Schölkopf B. The incomplete Rosetta Stone problem: Identifiability results for multi-view nonlinear ICA. In: Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence. Vol 115. ML Research Press; 2019:217-227.
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| arXiv
2019 | Published | Conference Paper | IST-REx-ID: 14190 |
Gondal MW, Wüthrich M, Miladinović Đ, et al. On the transfer of inductive bias from simulation to the real world: a new disentanglement dataset. In: Advances in Neural Information Processing Systems. Vol 32. ; 2019.
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2019 | Published | Conference Paper | IST-REx-ID: 14191 |
Locatello F, Yurtsever A, Fercoq O, Cevher V. Stochastic Frank-Wolfe for composite convex minimization. In: Advances in Neural Information Processing Systems. Vol 32. ; 2019:14291–14301.
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2019 | Published | Conference Paper | IST-REx-ID: 14193 |
Steenkiste S van, Locatello F, Schmidhuber J, Bachem O. Are disentangled representations helpful for abstract visual reasoning? In: Advances in Neural Information Processing Systems. Vol 32. ; 2019.
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| arXiv
2019 | Published | Conference Paper | IST-REx-ID: 14197 |
Locatello F, Abbati G, Rainforth T, Bauer S, Schölkopf B, Bachem O. On the fairness of disentangled representations. In: Advances in Neural Information Processing Systems. Vol 32. ; 2019:14611–14624.
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