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4975 Publications


2021 | Other Publication | IST-REx-ID: 10644 | OA
Lake, R., Simbierowicz, S., Krantz, P., Hassani, F., & Fink, J. M. (2021). The Bluefors dilution refrigerator as an integrated quantum measurement system. Helsinki, Finland: Bluefors Oy.
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2021 | Conference Paper | IST-REx-ID: 10669 | OA
Grunbacher, S., Hasani, R., Lechner, M., Cyranka, J., Smolka, S. A., & Grosu, R. (2021). On the verification of neural ODEs with stochastic guarantees. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, pp. 11525–11535). Virtual: AAAI Press.
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2021 | Conference Paper | IST-REx-ID: 10671 | OA
Hasani, R., Lechner, M., Amini, A., Rus, D., & Grosu, R. (2021). Liquid time-constant networks. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, pp. 7657–7666). Virtual: AAAI Press.
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2021 | Conference Paper | IST-REx-ID: 10668 | OA
Babaiee, Z., Hasani, R., Lechner, M., Rus, D., & Grosu, R. (2021). On-off center-surround receptive fields for accurate and robust image classification. In Proceedings of the 38th International Conference on Machine Learning (Vol. 139, pp. 478–489). Virtual: ML Research Press.
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2021 | Conference Paper | IST-REx-ID: 10670 | OA
Vorbach, C. J., Hasani, R., Amini, A., Lechner, M., & Rus, D. (2021). Causal navigation by continuous-time neural networks. In 35th Conference on Neural Information Processing Systems. Virtual.
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2021 | Conference Paper | IST-REx-ID: 10688 | OA
Kragl, B., & Qadeer, S. (2021). The Civl verifier. In P. Ruzica & M. W. Whalen (Eds.), Proceedings of the 21st Conference on Formal Methods in Computer-Aided Design (Vol. 2, pp. 143–152). Virtual: TU Wien Academic Press. https://doi.org/10.34727/2021/isbn.978-3-85448-046-4_23
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2021 | Conference Paper | IST-REx-ID: 10694 | OA
Avni, G., Jecker, I. R., & Zikelic, D. (2021). Infinite-duration all-pay bidding games. In D. Marx (Ed.), Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (pp. 617–636). Virtual: Society for Industrial and Applied Mathematics. https://doi.org/10.1137/1.9781611976465.38
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2021 | Conference Paper | IST-REx-ID: 10847 | OA
Tomášek, P., Horák, K., Aradhye, A., Bošanský, B., & Chatterjee, K. (2021). Solving partially observable stochastic shortest-path games. In 30th International Joint Conference on Artificial Intelligence (pp. 4182–4189). Virtual, Online: International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2021/575
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2021 | Conference Paper | IST-REx-ID: 10853 | OA
Fedorov, A., Koval, N., & Alistarh, D.-A. (2021). A scalable concurrent algorithm for dynamic connectivity. In Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures (pp. 208–220). Virtual, Online: Association for Computing Machinery. https://doi.org/10.1145/3409964.3461810
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2021 | Preprint | IST-REx-ID: 10912 | OA
Lombardi, F., Pepic, S., Shriki, O., Tkačik, G., & De Martino, D. (n.d.). Quantifying the coexistence of neuronal oscillations and avalanches. arXiv. https://doi.org/10.48550/ARXIV.2108.06686
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2021 | Conference Paper | IST-REx-ID: 11436 | OA
Kungurtsev, V., Egan, M., Chatterjee, B., & Alistarh, D.-A. (2021). Asynchronous optimization methods for efficient training of deep neural networks with guarantees. In 35th AAAI Conference on Artificial Intelligence, AAAI 2021 (Vol. 35, pp. 8209–8216). Virtual, Online: AAAI Press.
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2021 | Conference Paper | IST-REx-ID: 11453 | OA
Braun, L., & Vogels, T. P. (2021). Online learning of neural computations from sparse temporal feedback. In Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems (Vol. 20, pp. 16437–16450). Virtual, Online: Neural Information Processing Systems Foundation.
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2021 | Conference Paper | IST-REx-ID: 11452 | OA
Alimisis, F., Davies, P., Vandereycken, B., & Alistarh, D.-A. (2021). Distributed principal component analysis with limited communication. In Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems (Vol. 4, pp. 2823–2834). Virtual, Online: Neural Information Processing Systems Foundation.
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2021 | Conference Paper | IST-REx-ID: 11463 | OA
Frantar, E., Kurtic, E., & Alistarh, D.-A. (2021). M-FAC: Efficient matrix-free approximations of second-order information. In 35th Conference on Neural Information Processing Systems (Vol. 34, pp. 14873–14886). Virtual, Online: Curran Associates.
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2021 | Conference Paper | IST-REx-ID: 11464 | OA
Alistarh, D.-A., & Korhonen, J. (2021). Towards tight communication lower bounds for distributed optimisation. In 35th Conference on Neural Information Processing Systems (Vol. 34, pp. 7254–7266). Virtual, Online: Curran Associates.
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2021 | Preprint | IST-REx-ID: 12077 | OA
Shute, A. L. (n.d.). On the leading constant in the Manin-type conjecture for Campana points. arXiv. https://doi.org/10.48550/arXiv.2104.14946
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2021 | Preprint | IST-REx-ID: 12076 | OA
Shute, A. L. (n.d.). Sums of four squareful numbers. arXiv. https://doi.org/10.48550/arXiv.2104.06966
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2021 | Book Chapter | IST-REx-ID: 7941
Truckenbrodt, S. M., & Rizzoli, S. O. (2021). Simple multi-color super-resolution by X10 microscopy. In Methods in Cell Biology (Vol. 161, pp. 33–56). Elsevier. https://doi.org/10.1016/bs.mcb.2020.04.016
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2021 | Journal Article | IST-REx-ID: 9097 | OA
Pandey, R., Al-Nuaimi, Y., Mishra, R. K., Spurgeon, S. K., & Goodfellow, M. (2021). Role of subnetworks mediated by TNF α, IL-23/IL-17 and IL-15 in a network involved in the pathogenesis of psoriasis. Scientific Reports. Springer Nature. https://doi.org/10.1038/s41598-020-80507-7
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2021 | Book Chapter | IST-REx-ID: 9245
Xia, P., & Heisenberg, C.-P. J. (2021). Quantifying tissue tension in the granulosa layer after laser surgery. In R. Dosch (Ed.), Germline Development in the Zebrafish (Vol. 2218, pp. 117–128). Humana. https://doi.org/10.1007/978-1-0716-0970-5_10
View | DOI | PubMed | Europe PMC
 

2021 | Conference Paper | IST-REx-ID: 9296 | OA
Aichholzer, O., Arroyo Guevara, A. M., Masárová, Z., Parada, I., Perz, D., Pilz, A., … Vogtenhuber, B. (2021). On compatible matchings. In 15th International Conference on Algorithms and Computation (Vol. 12635, pp. 221–233). Yangon, Myanmar: Springer Nature. https://doi.org/10.1007/978-3-030-68211-8_18
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2021 | Book Chapter | IST-REx-ID: 9403 | OA
Schmid, L., & Hilbe, C. (2021). The evolution of strategic ignorance in strategic interaction. In R. Hertwig & C. Engel (Eds.), Deliberate Ignorance: Choosing Not To Know (Vol. 29, pp. 139–152). MIT Press.
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2021 | Conference Paper | IST-REx-ID: 9466 | OA
Walter, M. (2021). The convergence of slide-type reductions. In Public-Key Cryptography – PKC 2021 (Vol. 12710, pp. 45–67). Virtual: Springer Nature. https://doi.org/10.1007/978-3-030-75245-3_3
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2021 | Journal Article | IST-REx-ID: 9465 | OA
Edelsbrunner, H., Nikitenko, A., & Osang, G. F. (2021). A step in the Delaunay mosaic of order k. Journal of Geometry. Springer Nature. https://doi.org/10.1007/s00022-021-00577-4
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2021 | Conference Paper | IST-REx-ID: 9543 | OA
Davies, P., Gurunanthan, V., Moshrefi, N., Ashkboos, S., & Alistarh, D.-A. (2021). New bounds for distributed mean estimation and variance reduction. In 9th International Conference on Learning Representations. Virtual.
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2021 | Conference Paper | IST-REx-ID: 9592 | OA
Dvorak, M., & Nicholson, S. (n.d.). Massively winning configurations in the convex grabbing game on the plane. In Proceedings of the 33rd Canadian Conference on Computational Geometry. Halifax, NS, Canada.
[Submitted Version] View | Files available | arXiv
 

2021 | Preprint | IST-REx-ID: 9082 | OA
Anderson, D. J., Pauler, F., McKenna, A., Shendure, J., Hippenmeyer, S., & Horwitz, M. S. (n.d.). Simultaneous identification of brain cell type and lineage via single cell RNA sequencing. bioRxiv. Cold Spring Harbor Laboratory. https://doi.org/10.1101/2020.12.31.425016
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2021 | Conference Paper | IST-REx-ID: 9210 | OA
Volhejn, V., & Lampert, C. (2021). Does SGD implicitly optimize for smoothness? In 42nd German Conference on Pattern Recognition (Vol. 12544, pp. 246–259). Tübingen, Germany: Springer. https://doi.org/10.1007/978-3-030-71278-5_18
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2021 | Conference Paper | IST-REx-ID: 9345 | OA
Edelsbrunner, H., Heiss, T., Kurlin , V., Smith, P., & Wintraecken, M. (2021). The density fingerprint of a periodic point set. In 37th International Symposium on Computational Geometry (SoCG 2021) (Vol. 189, p. 32:1-32:16). Virtual: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.SoCG.2021.32
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2021 | Preprint | IST-REx-ID: 9435 | OA
Kaloshin, V., & Koudjinan, E. (2021). Non co-preservation of the 1/2 and  1/(2l+1)-rational caustics along deformations of circles.
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2021 | Conference Paper | IST-REx-ID: 9604 | OA
Biswas, R., Cultrera di Montesano, S., Edelsbrunner, H., & Saghafian, M. (2021). Counting cells of order-k voronoi tessellations in ℝ3 with morse theory. In Leibniz International Proceedings in Informatics (Vol. 189). Online: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.SoCG.2021.16
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2021 | Conference Paper | IST-REx-ID: 9620 | OA
Alistarh, D.-A., & Davies, P. (2021). Collecting coupons is faster with friends. In Structural Information and Communication Complexity (Vol. 12810, pp. 3–12). Wrocław, Poland: Springer Nature. https://doi.org/10.1007/978-3-030-79527-6_1
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2021 | Conference Paper | IST-REx-ID: 9826 | OA
Auerbach, B., Chakraborty, S., Klein, K., Pascual Perez, G., Pietrzak, K. Z., Walter, M., & Yeo, M. X. (2021). Inverse-Sybil attacks in automated contact tracing. In Topics in Cryptology – CT-RSA 2021 (Vol. 12704, pp. 399–421). Virtual Event: Springer Nature. https://doi.org/10.1007/978-3-030-75539-3_17
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2021 | Conference Paper | IST-REx-ID: 9825 | OA
Laarhoven, T., & Walter, M. (2021). Dual lattice attacks for closest vector problems (with preprocessing). In Topics in Cryptology – CT-RSA 2021 (Vol. 12704, pp. 478–502). Virtual Event: Springer Nature. https://doi.org/10.1007/978-3-030-75539-3_20
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2021 | Conference Paper | IST-REx-ID: 9823 | OA
Alistarh, D.-A., Ellen, F., & Rybicki, J. (2021). Wait-free approximate agreement on graphs. In Structural Information and Communication Complexity (Vol. 12810, pp. 87–105). Wrocław, Poland: Springer Nature. https://doi.org/10.1007/978-3-030-79527-6_6
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2021 | Conference Paper | IST-REx-ID: 9824
Čomić, L., Zrour, R., Largeteau-Skapin, G., Biswas, R., & Andres, E. (2021). Body centered cubic grid - coordinate system and discrete analytical plane definition. In Discrete Geometry and Mathematical Morphology (Vol. 12708, pp. 152–163). Uppsala, Sweden: Springer Nature. https://doi.org/10.1007/978-3-030-76657-3_10
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2021 | Preprint | IST-REx-ID: 9980 | OA
Prehal, C., Talian, S. D., Vizintin, A., Amenitsch, H., Dominko, R., Freunberger, S. A., & Wood, V. (n.d.). Mechanism of Li2S formation and dissolution in Lithium-Sulphur batteries. Research Square. https://doi.org/10.21203/rs.3.rs-818607/v1
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2021 | Conference Paper | IST-REx-ID: 12767 | OA
Bansal, S., Chatterjee, K., & Vardi, M. Y. (2021). On satisficing in quantitative games. In 27th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (Vol. 12651, pp. 20–37). Luxembourg City, Luxembourg: Springer Nature. https://doi.org/10.1007/978-3-030-72016-2
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2021 | Preprint | IST-REx-ID: 10011 | OA
Hensel, S., & Laux, T. (n.d.). A new varifold solution concept for mean curvature flow: Convergence of  the Allen-Cahn equation and weak-strong uniqueness. arXiv. https://doi.org/10.48550/arXiv.2109.04233
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2021 | Preprint | IST-REx-ID: 9230 | OA
Arguin, L.-P., Dubach, G., & Hartung, L. (n.d.). Maxima of a random model of the Riemann zeta function over intervals of varying length. arXiv. https://doi.org/10.48550/arXiv.2103.04817
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2021 | Preprint | IST-REx-ID: 9281 | OA
Dubach, G., & Mühlböck, F. (n.d.). Formal verification of Zagier’s one-sentence proof. arXiv. https://doi.org/10.48550/arXiv.2103.11389
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2021 | Preprint | IST-REx-ID: 10579 | OA
Kavcic, B., & Tkačik, G. (n.d.). Token-driven totally asymmetric simple exclusion process. arXiv. https://doi.org/10.48550/arXiv.2112.13558
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2021 | Journal Article | IST-REx-ID: 10806 | OA
Calcabrini, M., Van den Eynden, D., Sanchez Ribot, S., Pokratath, R., Llorca, J., De Roo, J., & Ibáñez, M. (2021). Ligand conversion in nanocrystal synthesis: The oxidation of alkylamines to fatty acids by nitrate. JACS Au. American Chemical Society. https://doi.org/10.1021/jacsau.1c00349
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2021 | Conference Abstract | IST-REx-ID: 12909 | OA
Schlögl, A., Elefante, S., Hornoiu, A., & Stadlbauer, S. (2021). Managing software on a heterogenous HPC cluster. In ASHPC21 – Austrian-Slovenian HPC Meeting 2021 (p. 5). Virtual: University of Ljubljana. https://doi.org/10.3359/2021hpc
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2021 | Conference Paper | IST-REx-ID: 11458 | OA
Peste, E.-A., Iofinova, E. B., Vladu, A., & Alistarh, D.-A. (2021). AC/DC: Alternating Compressed/DeCompressed training of deep neural networks. In 35th Conference on Neural Information Processing Systems (Vol. 34, pp. 8557–8570). Virtual, Online: Curran Associates.
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2021 | Journal Article | IST-REx-ID: 10585 | OA
Brooks, M., Lemeshko, M., Lundholm, D., & Yakaboylu, E. (2021). Emergence of anyons on the two-sphere in molecular impurities. Atoms. MDPI. https://doi.org/10.3390/atoms9040106
[Published Version] View | Files available | DOI | arXiv
 

2021 | Conference Paper | IST-REx-ID: 13147 | OA
Alimisis, F., Davies, P., & Alistarh, D.-A. (2021). Communication-efficient distributed optimization with quantized preconditioners. In Proceedings of the 38th International Conference on Machine Learning (Vol. 139, pp. 196–206). Virtual: ML Research Press.
[Published Version] View | Files available | arXiv
 

2021 | Conference Paper | IST-REx-ID: 13146 | OA
Nguyen, Q., Mondelli, M., & Montufar, G. (2021). Tight bounds on the smallest Eigenvalue of the neural tangent kernel for deep ReLU networks. In Proceedings of the 38th International Conference on Machine Learning (Vol. 139, pp. 8119–8129). Virtual: ML Research Press.
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2021 | Conference Paper | IST-REx-ID: 10665 | OA
Henzinger, T. A., Lechner, M., & Zikelic, D. (2021). Scalable verification of quantized neural networks. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, pp. 3787–3795). Virtual: AAAI Press.
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2021 | Conference Paper | IST-REx-ID: 10667 | OA
Lechner, M., Žikelić, Ð., Chatterjee, K., & Henzinger, T. A. (2021). Infinite time horizon safety of Bayesian neural networks. In 35th Conference on Neural Information Processing Systems. Virtual. https://doi.org/10.48550/arXiv.2111.03165
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