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4854 Publications
2022 | Published | Thesis | IST-REx-ID: 12401 | 
Tasciyan, S. (2022). Role of microenvironment heterogeneity in cancer cell invasion. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12401
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2022 | Published | Journal Article | IST-REx-ID: 12431 |
Ishida, S., Wojtan, C., & Chern, A. (2022). Hidden degrees of freedom in implicit vortex filaments. ACM Transactions on Graphics. Association for Computing Machinery. https://doi.org/10.1145/3550454.3555459
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2022 | Published | Conference Paper | IST-REx-ID: 12432
Anastos, M. (2022). Solving the Hamilton cycle problem fast on average. In 63rd Annual IEEE Symposium on Foundations of Computer Science (Vol. 2022–October, pp. 919–930). Denver, CO, United States: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/FOCS54457.2022.00091
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2022 | Published | Conference Paper | IST-REx-ID: 12452 |
Rao, P., B R, M., Fox, G., Weyrich, T., Bickel, B., Seidel, H.-P., … Elgharib, M. (2022). VoRF: Volumetric Relightable Faces. In 33rd British Machine Vision Conference. London, United Kingdom: British Machine Vision Association and Society for Pattern Recognition.
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2022 | Published | Journal Article | IST-REx-ID: 12480 |
Mondelli, M., & Venkataramanan, R. (2022). Approximate message passing with spectral initialization for generalized linear models. Journal of Statistical Mechanics: Theory and Experiment. IOP Publishing. https://doi.org/10.1088/1742-5468/ac9828
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2022 | Published | Journal Article | IST-REx-ID: 12495 |
Iofinova, E. B., Konstantinov, N. H., & Lampert, C. (2022). FLEA: Provably robust fair multisource learning from unreliable training data. Transactions on Machine Learning Research. ML Research Press.
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2022 | Published | Conference Paper | IST-REx-ID: 12508 |
Henzinger, T. A., Lehtinen, K., & Totzke, P. (2022). History-deterministic timed automata. In 33rd International Conference on Concurrency Theory (Vol. 243, p. 14:1-14:21). Warsaw, Poland: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.CONCUR.2022.14
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2022 | Published | Conference Paper | IST-REx-ID: 12509 |
Avni, G., & Henzinger, T. A. (2022). An updated survey of bidding games on graphs. In 47th International Symposium on Mathematical Foundations of Computer Science (Vol. 241, p. 3:1-3:6). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.MFCS.2022.3
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2022 | Published | Journal Article | IST-REx-ID: 12510 |
Gruenbacher, S. A., Lechner, M., Hasani, R., Rus, D., Henzinger, T. A., Smolka, S. A., & Grosu, R. (2022). GoTube: Scalable statistical verification of continuous-depth models. Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence. https://doi.org/10.1609/aaai.v36i6.20631
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2022 | Published | Conference Paper | IST-REx-ID: 12516 |
Bogdanov, A., Cueto Noval, M., Hoffmann, C., & Rosen, A. (2022). Public-Key Encryption from Homogeneous CLWE. In Theory of Cryptography (Vol. 13748, pp. 565–592). Chicago, IL, United States: Springer Nature. https://doi.org/10.1007/978-3-031-22365-5_20
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2022 | Research Data | IST-REx-ID: 12522 |
Valentini, M., San-Jose, P., Arbiol, J., Marti-Sanchez, S., & Botifoll, M. (2022). Data for “Majorana-like Coulomb spectroscopy in the absence of zero bias peaks.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:12102
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2022 | Accepted | Preprint | IST-REx-ID: 12536 |
Barbier, J., Hou, T., Mondelli, M., & Saenz, M. (n.d.). The price of ignorance: How much does it cost to forget noise structure in low-rank matrix estimation? arXiv. https://doi.org/10.48550/arXiv.2205.10009
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2022 | Published | Conference Paper | IST-REx-ID: 12537 |
Bombari, S., Amani, M. H., & Mondelli, M. (2022). Memorization and optimization in deep neural networks with minimum over-parameterization. In 36th Conference on Neural Information Processing Systems (Vol. 35, pp. 7628–7640). Curran Associates.
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2022 | Published | Journal Article | IST-REx-ID: 12538 |
Amani, M. H., Bombari, S., Mondelli, M., Pukdee, R., & Rini, S. (2022). Sharp asymptotics on the compression of two-layer neural networks. IEEE Information Theory Workshop. Mumbai, India: IEEE. https://doi.org/10.1109/ITW54588.2022.9965870
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2022 | Published | Conference Paper | IST-REx-ID: 12540 |
Venkataramanan, R., Kögler, K., & Mondelli, M. (2022). Estimation in rotationally invariant generalized linear models via approximate message passing. In Proceedings of the 39th International Conference on Machine Learning (Vol. 162). Baltimore, MD, United States: ML Research Press.
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2022 | Published | Conference Paper | IST-REx-ID: 12568 |
Meggendorfer, T. (2022). Risk-aware stochastic shortest path. In Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022 (Vol. 36, pp. 9858–9867). Virtual: Association for the Advancement of Artificial Intelligence. https://doi.org/10.1609/aaai.v36i9.21222
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2022 | Submitted | Preprint | IST-REx-ID: 12660 |
Scott, J. A., Yeo, M. X., & Lampert, C. (n.d.). Cross-client Label Propagation for transductive federated learning. arXiv. https://doi.org/10.48550/arXiv.2210.06434
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| arXiv
2022 | Submitted | Preprint | IST-REx-ID: 12662 |
Súkeník, P., & Lampert, C. (n.d.). Generalization in Multi-objective machine learning. arXiv. https://doi.org/10.48550/arXiv.2208.13499
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2022 | Published | Conference Paper | IST-REx-ID: 12664 |
Súkeník, P., Kuvshinov, A., & Günnemann, S. (2022). Intriguing properties of input-dependent randomized smoothing. In Proceedings of the 39th International Conference on Machine Learning (Vol. 162, pp. 20697–20743). Baltimore, MD, United States: ML Research Press.
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2022 | Published | Journal Article | IST-REx-ID: 12684 |
Horesh, T., & Paulin, F. (2022). Effective equidistribution of lattice points in positive characteristic. Journal de Theorie Des Nombres de Bordeaux. Centre Mersenne. https://doi.org/10.5802/JTNB.1222
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