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4964 Publications
2022 | Preprint | IST-REx-ID: 12536 | 
Barbier, Jean, et al. “The Price of Ignorance: How Much Does It Cost to Forget Noise Structure in Low-Rank Matrix Estimation?” ArXiv, 2205.10009, doi:10.48550/arXiv.2205.10009.
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2022 | Conference Paper | IST-REx-ID: 12568 |
Meggendorfer, Tobias. “Risk-Aware Stochastic Shortest Path.” Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, vol. 36, no. 9, Association for the Advancement of Artificial Intelligence, 2022, pp. 9858–67, doi:10.1609/aaai.v36i9.21222.
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2022 | Preprint | IST-REx-ID: 12660 |
Scott, Jonathan A., et al. “Cross-Client Label Propagation for Transductive Federated Learning.” ArXiv, 2210.06434, doi:10.48550/arXiv.2210.06434.
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| arXiv
2022 | Preprint | IST-REx-ID: 12662 |
Súkeník, Peter, and Christoph Lampert. “Generalization in Multi-Objective Machine Learning.” ArXiv, 2208.13499, doi:10.48550/arXiv.2208.13499.
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2022 | Journal Article | IST-REx-ID: 12495 |
Iofinova, Eugenia B., et al. “FLEA: Provably Robust Fair Multisource Learning from Unreliable Training Data.” Transactions on Machine Learning Research, ML Research Press, 2022.
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2022 | Journal Article | IST-REx-ID: 11938 |
Aichholzer, Oswin, et al. “On Compatible Matchings.” Journal of Graph Algorithms and Applications, vol. 26, no. 2, Brown University, 2022, pp. 225–40, doi:10.7155/jgaa.00591.
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2022 | Journal Article | IST-REx-ID: 10706 |
Bialy, Misha, et al. “Open Problems on Billiards and Geometric Optics.” Arnold Mathematical Journal, vol. 8, Springer Nature, 2022, pp. 411–22, doi:10.1007/s40598-022-00198-y.
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2022 | Preprint | IST-REx-ID: 12677 |
Chatterjee, Krishnendu, et al. “Repeated Prophet Inequality with Near-Optimal Bounds.” ArXiv, 2209.14368, doi:10.48550/ARXIV.2209.14368.
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2022 | Conference Paper | IST-REx-ID: 12780 |
Markov, Ilia, et al. “CGX: Adaptive System Support for Communication-Efficient Deep Learning.” Proceedings of the 23rd ACM/IFIP International Middleware Conference, Association for Computing Machinery, 2022, pp. 241–54, doi:10.1145/3528535.3565248.
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2022 | Preprint | IST-REx-ID: 12860 |
Bombari, Simone, et al. “Towards Differential Relational Privacy and Its Use in Question Answering.” ArXiv, 2203.16701, doi:10.48550/arXiv.2203.16701.
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2022 | Preprint | IST-REx-ID: 10788 |
Wilsch, Florian Alexander. “Integral Points of Bounded Height on a Certain Toric Variety.” ArXiv, 2202.10909, doi:10.48550/arXiv.2202.10909.
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2022 | Conference Paper | IST-REx-ID: 11839 |
Prach, Bernd, and Christoph Lampert. “Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks.” Computer Vision – ECCV 2022, vol. 13681, Springer Nature, 2022, pp. 350–65, doi:10.1007/978-3-031-19803-8_21.
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2022 | Journal Article | IST-REx-ID: 12671 |
Buttress, Toby, et al. “Histone H2B.8 Compacts Flowering Plant Sperm through Chromatin Phase Separation.” Nature, vol. 611, no. 7936, Springer Nature, 2022, pp. 614–22, doi:10.1038/s41586-022-05386-6.
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| PubMed | Europe PMC
2022 | Journal Article | IST-REx-ID: 12670 |
He, Shengbo, and Xiaoqi Feng. “DNA Methylation Dynamics during Germline Development.” Journal of Integrative Plant Biology, vol. 64, no. 12, Wiley, 2022, pp. 2240–51, doi:10.1111/jipb.13422.
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| PubMed | Europe PMC
2022 | Journal Article | IST-REx-ID: 11336 |
Amberg, Nicole, et al. “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, abq1263, American Association for the Advancement of Science, 2022, doi:10.1126/sciadv.abq1263.
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2022 | Journal Article | IST-REx-ID: 11442 |
Piovarci, Michael, et al. “Closed-Loop Control of Direct Ink Writing via Reinforcement Learning.” ACM Transactions on Graphics, vol. 41, no. 4, 112, Association for Computing Machinery, 2022, doi:10.1145/3528223.3530144.
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2022 | Conference Paper | IST-REx-ID: 11844 |
Alistarh, Dan-Adrian, et al. “Near-Optimal Leader Election in Population Protocols on Graphs.” Proceedings of the Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2022, pp. 246–56, doi:10.1145/3519270.3538435.
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2022 | Thesis | IST-REx-ID: 11777 |
Wild, Pascal. High-Dimensional Expansion and Crossing Numbers of Simplicial Complexes. Institute of Science and Technology, 2022, doi:10.15479/at:ista:11777.
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2022 | Thesis | IST-REx-ID: 11128 |
Matejovicova, Lenka. Genetic Basis of Flower Colour as a Model for Adaptive Evolution. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:11128.
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2022 | Conference Paper | IST-REx-ID: 13239 |
Van Der Plas, Thijs L., et al. “Predictive Learning Enables Neural Networks to Learn Complex Working Memory Tasks.” Proceedings of Machine Learning Research, vol. 199, ML Research Press, 2022, pp. 518–31.
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