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246 Publications
2022 |Published| Thesis | IST-REx-ID: 11932 |
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M. Nardin, “On the encoding, transfer, and consolidation of spatial memories,” Institute of Science and Technology Austria, 2022.
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2022 |Published| Thesis | IST-REx-ID: 12378 |
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G. Colombo, “MorphOMICs, a tool for mapping microglial morphology, reveals brain region- and sex-dependent phenotypes,” Institute of Science and Technology Austria, 2022.
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2022 |Published| Thesis | IST-REx-ID: 11388 |
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S. Belohlavy, “The genetic basis of complex traits studied via analysis of evolve and resequence experiments,” Institute of Science and Technology Austria, 2022.
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2022 |Published| Thesis | IST-REx-ID: 12401 |
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S. Tasciyan, “Role of microenvironment heterogeneity in cancer cell invasion,” Institute of Science and Technology Austria, 2022.
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2022 |Published| Thesis | IST-REx-ID: 11193 |
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S. Wachner, “Transcriptional regulation by Dfos and BMP-signaling support tissue invasion of Drosophila immune cells,” Institute of Science and Technology Austria, 2022.
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2022 |Published| Thesis | IST-REx-ID: 12364 |
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C. Dotter, “Transcriptional consequences of mutations in genes associated with Autism Spectrum Disorder,” Institute of Science and Technology Austria, 2022.
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2022 | Research Data | IST-REx-ID: 11653 |
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M. N. Elkrewi, “Data from Elkrewi, Khauratovich, Toups et al. 2022, ‘ZW sex-chromosome evolution and contagious parthenogenesis in Artemia brine shrimp.’” Institute of Science and Technology Austria, 2022.
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2021 |Submitted| Preprint | IST-REx-ID: 10080 |
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M. Nardin, K. Käfer, and J. L. Csicsvari, “The generalized spatial representation in the prefrontal cortex is inherited from the hippocampus,” bioRxiv. Cold Spring Harbor Laboratory.
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2021 |Published| Journal Article | IST-REx-ID: 10635 |
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M. Nardin, J. W. Phillips, W. F. Podlaski, and S. W. Keemink, “Nonlinear computations in spiking neural networks through multiplicative synapses,” Peer Community Journal, vol. 1. Centre Mersenne ; Peer Community In, 2021.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10669 |
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S. Grunbacher, R. Hasani, M. Lechner, J. Cyranka, S. A. Smolka, and R. Grosu, “On the verification of neural ODEs with stochastic guarantees,” in Proceedings of the AAAI Conference on Artificial Intelligence, Virtual, 2021, vol. 35, no. 13, pp. 11525–11535.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10671 |
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R. Hasani, M. Lechner, A. Amini, D. Rus, and R. Grosu, “Liquid time-constant networks,” in Proceedings of the AAAI Conference on Artificial Intelligence, Virtual, 2021, vol. 35, no. 9, pp. 7657–7666.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10668 |
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Z. Babaiee, R. Hasani, M. Lechner, D. Rus, and R. Grosu, “On-off center-surround receptive fields for accurate and robust image classification,” in Proceedings of the 38th International Conference on Machine Learning, Virtual, 2021, vol. 139, pp. 478–489.
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2021 |Published| Conference Paper | IST-REx-ID: 10670 |
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C. J. Vorbach, R. Hasani, A. Amini, M. Lechner, and D. Rus, “Causal navigation by continuous-time neural networks,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10694 |
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G. Avni, I. R. Jecker, and D. Zikelic, “Infinite-duration all-pay bidding games,” in Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, Virtual, 2021, pp. 617–636.
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| arXiv
2021 | Book Chapter | IST-REx-ID: 9403 |
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L. Schmid and C. Hilbe, “The evolution of strategic ignorance in strategic interaction,” in Deliberate Ignorance: Choosing Not To Know, vol. 29, R. Hertwig and C. Engel, Eds. MIT Press, 2021, pp. 139–152.
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2021 |Accepted| Conference Paper | IST-REx-ID: 9592 |
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M. Dvorak and S. Nicholson, “Massively winning configurations in the convex grabbing game on the plane,” in Proceedings of the 33rd Canadian Conference on Computational Geometry, Halifax, NS, Canada.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 9826 |
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B. Auerbach et al., “Inverse-Sybil attacks in automated contact tracing,” in Topics in Cryptology – CT-RSA 2021, Virtual Event, 2021, vol. 12704, pp. 399–421.
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2021 |Published| Conference Paper | IST-REx-ID: 11458 |
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E.-A. Peste, E. B. Iofinova, A. Vladu, and D.-A. Alistarh, “AC/DC: Alternating Compressed/DeCompressed training of deep neural networks,” in 35th Conference on Neural Information Processing Systems, Virtual, Online, 2021, vol. 34, pp. 8557–8570.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10665 |
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T. A. Henzinger, M. Lechner, and D. Zikelic, “Scalable verification of quantized neural networks,” in Proceedings of the AAAI Conference on Artificial Intelligence, Virtual, 2021, vol. 35, no. 5A, pp. 3787–3795.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10667 |
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M. Lechner, Ð. Žikelić, K. Chatterjee, and T. A. Henzinger, “Infinite time horizon safety of Bayesian neural networks,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021.
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