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5632 Publications
2020 | Published | Conference Paper | IST-REx-ID: 8728 | 
Asadi, A., Chatterjee, K., Goharshady, A. K., Mohammadi, K., & Pavlogiannis, A. (2020). Faster algorithms for quantitative analysis of MCs and MDPs with small treewidth. In Automated Technology for Verification and Analysis (Vol. 12302, pp. 253–270). Hanoi, Vietnam: Springer Nature. https://doi.org/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, A. K., & Goharshady, E. K. (2020). Polynomial invariant generation for non-deterministic recursive programs. In Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation (pp. 672–687). London, United Kingdom: Association for Computing Machinery. https://doi.org/10.1145/3385412.3385969
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 6918 |
Goharshady, A. K., & Mohammadi, F. (2020). An efficient algorithm for computing network reliability in small treewidth. Reliability Engineering and System Safety. Elsevier. https://doi.org/10.1016/j.ress.2019.106665
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| arXiv
2020 | Published | Thesis | IST-REx-ID: 8620 |
Morandell, J. (2020). Illuminating the role of Cul3 in autism spectrum disorder pathogenesis. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:8620
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2020 | Published | Journal Article | IST-REx-ID: 8434 |
Dimchev, G. A., Amiri, B., Humphries, A. C., Schaks, M., Dimchev, V., Stradal, T. E. B., … Rottner, K. (2020). Lamellipodin tunes cell migration by stabilizing protrusions and promoting adhesion formation. Journal of Cell Science. The Company of Biologists. https://doi.org/10.1242/jcs.239020
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| PubMed | Europe PMC
2020 | Draft | Preprint | IST-REx-ID: 7800 |
Morandell, J., Schwarz, L. A., Basilico, B., Tasciyan, S., Nicolas, A., Sommer, C. M., … Novarino, G. (n.d.). Cul3 regulates cytoskeleton protein homeostasis and cell migration during a critical window of brain development. bioRxiv. Cold Spring Harbor Laboratory. https://doi.org/10.1101/2020.01.10.902064
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2020 | Published | Journal Article | IST-REx-ID: 8131 |
Basilico, B., Morandell, J., & Novarino, G. (2020). Molecular mechanisms for targeted ASD treatments. Current Opinion in Genetics and Development. Elsevier. https://doi.org/10.1016/j.gde.2020.06.004
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2020 | Published | Journal Article | IST-REx-ID: 7427 |
Tan, S., Abas, M. F., Verstraeten, I., Glanc, M., Molnar, G., Hajny, J., … Friml, J. (2020). Salicylic acid targets protein phosphatase 2A to attenuate growth in plants. Current Biology. Cell Press. https://doi.org/10.1016/j.cub.2019.11.058
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2020 | Published | Journal Article | IST-REx-ID: 7500 |
Mazur, E., Kulik, I., Hajny, J., & Friml, J. (2020). Auxin canalization and vascular tissue formation by TIR1/AFB-mediated auxin signaling in arabidopsis. New Phytologist. Wiley. https://doi.org/10.1111/nph.16446
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2020 | Published | Thesis | IST-REx-ID: 8822 |
Hajny, J. (2020). Identification and characterization of the molecular machinery of auxin-dependent canalization during vasculature formation and regeneration. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:8822
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2020 | Published | Thesis | IST-REx-ID: 8983 |
Emtenani, S. (2020). Metabolic regulation of Drosophila macrophage tissue invasion. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:8983
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2020 | Draft | Preprint | IST-REx-ID: 8557 |
Belyaeva, V., Wachner, S., Gridchyn, I., Linder, M., Emtenani, S., György, A., … Siekhaus, D. E. (n.d.). Cortical actin properties controlled by Drosophila Fos aid macrophage infiltration against surrounding tissue resistance. bioRxiv. https://doi.org/10.1101/2020.09.18.301481
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2020 | Published | Conference Paper | IST-REx-ID: 9198 |
Shevchenko, A., & Mondelli, M. (2020). 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, pp. 8773–8784). ML Research Press.
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 7885 |
Reversat, A., Gärtner, F. R., Merrin, J., Stopp, J. A., Tasciyan, S., Aguilera Servin, J. L., … Sixt, M. K. (2020). Cellular locomotion using environmental topography. Nature. Springer Nature. https://doi.org/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. (2019). Disentangling factors of variation using few labels. In 8th International Conference on Learning Representations. Virtual.
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2019 | Published | Conference Paper | IST-REx-ID: 14189 |
Gresele, L., Rubenstein, P. K., Mehrjou, A., Locatello, F., & Schölkopf, B. (2019). 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, pp. 217–227). Tel Aviv, Israel: ML Research Press.
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| arXiv
2019 | Published | Conference Paper | IST-REx-ID: 14190 |
Gondal, M. W., Wüthrich, M., Miladinović, Đ., Locatello, F., Breidt, M., Volchkov, V., … Bauer, S. (2019). 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). Vancouver, Canada.
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2019 | Published | Conference Paper | IST-REx-ID: 14191 |
Locatello, F., Yurtsever, A., Fercoq, O., & Cevher, V. (2019). Stochastic Frank-Wolfe for composite convex minimization. In Advances in Neural Information Processing Systems (Vol. 32, pp. 14291–14301). Vancouver, Canada.
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| arXiv
2019 | Published | Conference Paper | IST-REx-ID: 14193 |
Steenkiste, S. van, Locatello, F., Schmidhuber, J., & Bachem, O. (2019). Are disentangled representations helpful for abstract visual reasoning? In Advances in Neural Information Processing Systems (Vol. 32). Vancouver, Canada.
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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. (2019). On the fairness of disentangled representations. In Advances in Neural Information Processing Systems (Vol. 32, pp. 14611–14624). Vancouver, Canada.
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