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4238 Publications


2022 | Conference Paper | IST-REx-ID: 12540 | OA
R. Venkataramanan, K. Kögler, and M. Mondelli, “Estimation in rotationally invariant generalized linear models via approximate message passing,” in Proceedings of the 39th International Conference on Machine Learning, Baltimore, MD, United States, 2022, vol. 162.
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2022 | Preprint | IST-REx-ID: 12536 | OA
J. Barbier, T. Hou, M. Mondelli, and M. Saenz, “The price of ignorance: How much does it cost to forget noise structure in low-rank matrix estimation?,” arXiv. .
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Paper | IST-REx-ID: 12568 | OA
T. Meggendorfer, “Risk-aware stochastic shortest path,” in Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, Virtual, 2022, vol. 36, no. 9, pp. 9858–9867.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Preprint | IST-REx-ID: 12660 | OA
J. A. Scott, M. X. Yeo, and C. Lampert, “Cross-client Label Propagation for transductive federated learning,” arXiv. .
[Preprint] View | Files available | DOI | arXiv
 

2022 | Preprint | IST-REx-ID: 12662 | OA
P. Súkeník and C. Lampert, “Generalization in Multi-objective machine learning,” arXiv. .
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Paper | IST-REx-ID: 12664 | OA
P. Súkeník, A. Kuvshinov, and S. Günnemann, “Intriguing properties of input-dependent randomized smoothing,” in Proceedings of the 39th International Conference on Machine Learning, Baltimore, MD, United States, 2022, vol. 162, pp. 20697–20743.
[Published Version] View | Files available | arXiv
 

2022 | Journal Article | IST-REx-ID: 12495 | OA
E. B. Iofinova, N. H. Konstantinov, and C. Lampert, “FLEA: Provably robust fair multisource learning from unreliable training data,” Transactions on Machine Learning Research. ML Research Press, 2022.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2022 | Journal Article | IST-REx-ID: 11938 | OA
O. Aichholzer et al., “On compatible matchings,” Journal of Graph Algorithms and Applications, vol. 26, no. 2. Brown University, pp. 225–240, 2022.
[Published Version] View | Files available | DOI | arXiv
 

2022 | Journal Article | IST-REx-ID: 10706 | OA
M. Bialy, C. Fiorebe, A. Glutsyuk, M. Levi, A. Plakhov, and S. Tabachnikov, “Open problems on billiards and geometric optics,” Arnold Mathematical Journal, vol. 8. Springer Nature, pp. 411–422, 2022.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Preprint | IST-REx-ID: 12677 | OA
K. Chatterjee, M. Mohammadi, and R. J. Saona Urmeneta, “Repeated prophet inequality with near-optimal bounds,” arXiv. .
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Paper | IST-REx-ID: 12780 | OA
I. Markov, H. Ramezanikebrya, and D.-A. Alistarh, “CGX: Adaptive system support for communication-efficient deep learning,” in Proceedings of the 23rd ACM/IFIP International Middleware Conference, Quebec, QC, Canada, 2022, pp. 241–254.
[Published Version] View | Files available | DOI | arXiv
 

2022 | Preprint | IST-REx-ID: 12860 | OA
S. Bombari et al., “Towards differential relational privacy and its use in question answering,” arXiv. .
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Preprint | IST-REx-ID: 10788 | OA
F. A. Wilsch, “Integral points of bounded height on a certain toric variety,” arXiv. .
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Paper | IST-REx-ID: 11839 | OA
B. Prach and C. Lampert, “Almost-orthogonal layers for efficient general-purpose Lipschitz networks,” in Computer Vision – ECCV 2022, Tel Aviv, Israel, 2022, vol. 13681, pp. 350–365.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Abstract | IST-REx-ID: 12894 | OA
A. Schlögl, A. Hornoiu, S. Elefante, and S. Stadlbauer, “Where is the sweet spot? A procurement story of general purpose compute nodes,” in ASHPC22 - Austrian-Slovenian HPC Meeting 2022, Grundlsee, Austria, 2022, p. 7.
[Published Version] View | Files available | DOI
 

2022 | Journal Article | IST-REx-ID: 11336 | OA
N. Amberg, F. Pauler, C. Streicher, and S. Hippenmeyer, “Tissue-wide genetic and cellular landscape shapes the execution of sequential PRC2 functions in neural stem cell lineage progression,” Science Advances, vol. 8, no. 44. American Association for the Advancement of Science, 2022.
[Published Version] View | Files available | DOI
 

2022 | Journal Article | IST-REx-ID: 11442 | OA
M. Piovarci et al., “Closed-loop control of direct ink writing via reinforcement learning,” ACM Transactions on Graphics, vol. 41, no. 4. Association for Computing Machinery, 2022.
[Submitted Version] View | Files available | DOI | arXiv
 

2022 | Conference Paper | IST-REx-ID: 11844 | OA
D.-A. Alistarh, J. Rybicki, and S. Voitovych, “Near-optimal leader election in population protocols on graphs,” in Proceedings of the Annual ACM Symposium on Principles of Distributed Computing, Salerno, Italy, 2022, pp. 246–256.
[Published Version] View | Files available | DOI | arXiv
 

2022 | Thesis | IST-REx-ID: 11777 | OA
P. Wild, “High-dimensional expansion and crossing numbers of simplicial complexes,” Institute of Science and Technology, 2022.
[Published Version] View | Files available | DOI
 

2022 | Thesis | IST-REx-ID: 11128 | OA
L. Matejovicova, “Genetic basis of flower colour as a model for adaptive evolution,” Institute of Science and Technology Austria, 2022.
[Published Version] View | Files available | DOI
 

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