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5269 Publications
2022 | Research Data Reference | IST-REx-ID: 12339 |
Tomanek, Isabella, and Calin C. Guet. Flow Cytometry YFP and CFP Data and Deep Sequencing Data of Populations Evolving in Galactose. Dryad, 2022, doi:10.5061/dryad.rfj6q57ds.
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2022 | Published | Thesis | IST-REx-ID: 12368 |
Arslan, Feyza N. Remodeling of E-Cadherin-Mediated Contacts via Cortical Flows. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:12153.
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2022 | Published | Thesis | IST-REx-ID: 12390 |
Brooks, Morris. Translation-Invariant Quantum Systems with Effectively Broken Symmetry. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:12390.
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2022 | Published | Journal Article | IST-REx-ID: 12431 |
Ishida, Sadashige, et al. “Hidden Degrees of Freedom in Implicit Vortex Filaments.” ACM Transactions on Graphics, vol. 41, no. 6, 241, Association for Computing Machinery, 2022, doi:10.1145/3550454.3555459.
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2022 | Published | Conference Paper | IST-REx-ID: 12432
Anastos, Michael. “Solving the Hamilton Cycle Problem Fast on Average.” 63rd Annual IEEE Symposium on Foundations of Computer Science, vol. 2022–October, Institute of Electrical and Electronics Engineers, 2022, pp. 919–30, doi:10.1109/FOCS54457.2022.00091.
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2022 | Published | Conference Paper | IST-REx-ID: 12452 |
Rao, Pramod, et al. “VoRF: Volumetric Relightable Faces.” 33rd British Machine Vision Conference, 708, British Machine Vision Association and Society for Pattern Recognition, 2022.
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2022 | Published | Journal Article | IST-REx-ID: 12480 |
Mondelli, Marco, and Ramji Venkataramanan. “Approximate Message Passing with Spectral Initialization for Generalized Linear Models.” Journal of Statistical Mechanics: Theory and Experiment, vol. 2022, no. 11, 114003, IOP Publishing, 2022, doi:10.1088/1742-5468/ac9828.
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2022 | Published | 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 | Published | Conference Paper | IST-REx-ID: 12508 |
Henzinger, Thomas A., et al. “History-Deterministic Timed Automata.” 33rd International Conference on Concurrency Theory, vol. 243, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 14:1-14:21, doi:10.4230/LIPIcs.CONCUR.2022.14.
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2022 | Published | Conference Paper | IST-REx-ID: 12509 |
Avni, Guy, and Thomas A. Henzinger. “An Updated Survey of Bidding Games on Graphs.” 47th International Symposium on Mathematical Foundations of Computer Science, vol. 241, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 3:1-3:6, doi:10.4230/LIPIcs.MFCS.2022.3.
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2022 | Published | Journal Article | IST-REx-ID: 12511 |
Lechner, Mathias, et al. “Stability Verification in Stochastic Control Systems via Neural Network Supermartingales.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 7, Association for the Advancement of Artificial Intelligence, 2022, pp. 7326–36, doi:10.1609/aaai.v36i7.20695.
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2022 | Published | Conference Paper | IST-REx-ID: 12516 |
Bogdanov, Andrej, et al. “Public-Key Encryption from Homogeneous CLWE.” Theory of Cryptography, vol. 13748, Springer Nature, 2022, pp. 565–92, doi:10.1007/978-3-031-22365-5_20.
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2022 | Research Data | IST-REx-ID: 12522 |
Valentini, Marco, et al. Data for “Majorana-like Coulomb Spectroscopy in the Absence of Zero Bias Peaks.” Institute of Science and Technology Austria, 2022, doi:10.15479/AT:ISTA:12102.
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2022 | Published | Conference Paper | 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?” 36th Annual Conference on Neural Information Processing Systems, vol. 35, 2022.
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2022 | Published | Conference Paper | IST-REx-ID: 12537 |
Bombari, Simone, et al. “Memorization and Optimization in Deep Neural Networks with Minimum Over-Parameterization.” 36th Conference on Neural Information Processing Systems, vol. 35, Curran Associates, 2022, pp. 7628–40.
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2022 | Published | Journal Article | IST-REx-ID: 12538 |
Amani, Mohammad Hossein, et al. “Sharp Asymptotics on the Compression of Two-Layer Neural Networks.” IEEE Information Theory Workshop, IEEE, 2022, pp. 588–93, doi:10.1109/ITW54588.2022.9965870.
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2022 | Published | Conference Paper | IST-REx-ID: 12540 |
Venkataramanan, Ramji, et al. “Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing.” Proceedings of the 39th International Conference on Machine Learning, vol. 162, 22, ML Research Press, 2022.
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2022 | Published | 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 | Submitted | 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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2022 | Submitted | 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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