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5632 Publications
2020 | Published | Conference Paper | IST-REx-ID: 8728 | 
Asadi, Ali, Krishnendu Chatterjee, Amir Kafshdar Goharshady, Kiarash Mohammadi, and Andreas Pavlogiannis. “Faster Algorithms for Quantitative Analysis of MCs and MDPs with Small Treewidth.” In Automated Technology for Verification and Analysis, 12302:253–70. Springer Nature, 2020. https://doi.org/10.1007/978-3-030-59152-6_14.
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2020 | Published | Conference Paper | IST-REx-ID: 8089 |
Chatterjee, Krishnendu, Hongfei Fu, Amir Kafshdar Goharshady, and Ehsan Kafshdar Goharshady. “Polynomial Invariant Generation for Non-Deterministic Recursive Programs.” In Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation, 672–87. Association for Computing Machinery, 2020. https://doi.org/10.1145/3385412.3385969.
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 6918 |
Goharshady, Amir Kafshdar, and Fatemeh Mohammadi. “An Efficient Algorithm for Computing Network Reliability in Small Treewidth.” Reliability Engineering and System Safety. Elsevier, 2020. https://doi.org/10.1016/j.ress.2019.106665.
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| arXiv
2020 | Published | Thesis | IST-REx-ID: 8620 |
Morandell, Jasmin. “Illuminating the Role of Cul3 in Autism Spectrum Disorder Pathogenesis.” Institute of Science and Technology Austria, 2020. https://doi.org/10.15479/AT:ISTA:8620.
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2020 | Published | Journal Article | IST-REx-ID: 8434 |
Dimchev, Georgi A, Behnam Amiri, Ashley C. Humphries, Matthias Schaks, Vanessa Dimchev, Theresia E. B. Stradal, Jan Faix, et al. “Lamellipodin Tunes Cell Migration by Stabilizing Protrusions and Promoting Adhesion Formation.” Journal of Cell Science. The Company of Biologists, 2020. https://doi.org/10.1242/jcs.239020.
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| PubMed | Europe PMC
2020 | Draft | Preprint | IST-REx-ID: 7800 |
Morandell, Jasmin, Lena A Schwarz, Bernadette Basilico, Saren Tasciyan, Armel Nicolas, Christoph M Sommer, Caroline Kreuzinger, et al. “Cul3 Regulates Cytoskeleton Protein Homeostasis and Cell Migration during a Critical Window of Brain Development.” BioRxiv. Cold Spring Harbor Laboratory, n.d. https://doi.org/10.1101/2020.01.10.902064 .
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2020 | Published | Journal Article | IST-REx-ID: 8131 |
Basilico, Bernadette, Jasmin Morandell, and Gaia Novarino. “Molecular Mechanisms for Targeted ASD Treatments.” Current Opinion in Genetics and Development. Elsevier, 2020. https://doi.org/10.1016/j.gde.2020.06.004.
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| PubMed | Europe PMC
2020 | Published | Journal Article | IST-REx-ID: 7427 |
Tan, Shutang, Melinda F Abas, Inge Verstraeten, Matous Glanc, Gergely Molnar, Jakub Hajny, Pavel Lasák, et al. “Salicylic Acid Targets Protein Phosphatase 2A to Attenuate Growth in Plants.” Current Biology. Cell Press, 2020. https://doi.org/10.1016/j.cub.2019.11.058.
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2020 | Published | Journal Article | IST-REx-ID: 7500 |
Mazur, E, Ivan Kulik, Jakub Hajny, and Jiří Friml. “Auxin Canalization and Vascular Tissue Formation by TIR1/AFB-Mediated Auxin Signaling in Arabidopsis.” New Phytologist. Wiley, 2020. https://doi.org/10.1111/nph.16446.
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2020 | Published | Thesis | IST-REx-ID: 8822 |
Hajny, Jakub. “Identification and Characterization of the Molecular Machinery of Auxin-Dependent Canalization during Vasculature Formation and Regeneration.” Institute of Science and Technology Austria, 2020. https://doi.org/10.15479/AT:ISTA:8822.
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2020 | Published | Thesis | IST-REx-ID: 8983 |
Emtenani, Shamsi. “Metabolic Regulation of Drosophila Macrophage Tissue Invasion.” Institute of Science and Technology Austria, 2020. https://doi.org/10.15479/AT:ISTA:8983.
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2020 | Draft | Preprint | IST-REx-ID: 8557 |
Belyaeva, Vera, Stephanie Wachner, Igor Gridchyn, Markus Linder, Shamsi Emtenani, Attila György, Maria Sibilia, and Daria E Siekhaus. “Cortical Actin Properties Controlled by Drosophila Fos Aid Macrophage Infiltration against Surrounding Tissue Resistance.” BioRxiv, n.d. https://doi.org/10.1101/2020.09.18.301481.
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2020 | Published | Conference Paper | IST-REx-ID: 9198 |
Shevchenko, Aleksandr, and Marco Mondelli. “Landscape Connectivity and Dropout Stability of SGD Solutions for Over-Parameterized Neural Networks.” In Proceedings of the 37th International Conference on Machine Learning, 119:8773–84. ML Research Press, 2020.
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 7885 |
Reversat, Anne, Florian R Gärtner, Jack Merrin, Julian A Stopp, Saren Tasciyan, Juan L Aguilera Servin, Ingrid de Vries, et al. “Cellular Locomotion Using Environmental Topography.” Nature. Springer Nature, 2020. https://doi.org/10.1038/s41586-020-2283-z.
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2019 | Published | Conference Paper | IST-REx-ID: 14184 |
Locatello, Francesco, Michael Tschannen, Stefan Bauer, Gunnar Rätsch, Bernhard Schölkopf, and Olivier Bachem. “Disentangling Factors of Variation Using Few Labels.” In 8th International Conference on Learning Representations, 2019.
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| arXiv
2019 | Published | Conference Paper | IST-REx-ID: 14189 |
Gresele, Luigi, Paul K. Rubenstein, Arash Mehrjou, Francesco Locatello, and Bernhard Schölkopf. “The Incomplete Rosetta Stone Problem: Identifiability Results for Multi-View Nonlinear ICA.” In Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, 115:217–27. ML Research Press, 2019.
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| arXiv
2019 | Published | Conference Paper | IST-REx-ID: 14190 |
Gondal, Muhammad Waleed, Manuel Wüthrich, Đorđe Miladinović, Francesco Locatello, Martin Breidt, Valentin Volchkov, Joel Akpo, Olivier Bachem, Bernhard Schölkopf, and Stefan Bauer. “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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| arXiv
2019 | Published | Conference Paper | IST-REx-ID: 14191 |
Locatello, Francesco, Alp Yurtsever, Olivier Fercoq, and Volkan Cevher. “Stochastic Frank-Wolfe for Composite Convex Minimization.” In Advances in Neural Information Processing Systems, 32:14291–14301, 2019.
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| arXiv
2019 | Published | Conference Paper | IST-REx-ID: 14193 |
Steenkiste, Sjoerd van, Francesco Locatello, Jürgen Schmidhuber, and Olivier Bachem. “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, Francesco, Gabriele Abbati, Tom Rainforth, Stefan Bauer, Bernhard Schölkopf, and Olivier Bachem. “On the Fairness of Disentangled Representations.” In Advances in Neural Information Processing Systems, 32:14611–14624, 2019.
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