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7862 Publications


2022 | Published | Journal Article | IST-REx-ID: 12332 | OA
Mlynarski, Wiktor F., and Gašper Tkačik. “Efficient Coding Theory of Dynamic Attentional Modulation.” PLoS Biology, vol. 20, no. 12, Public Library of Science, 2022, p. e3001889, doi:10.1371/journal.pbio.3001889.
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2022 | Published | Journal Article | IST-REx-ID: 12333 | OA
Tomanek, Isabella, and Calin C. Guet. “Adaptation Dynamics between Copynumber and Point Mutations.” ELife, vol. 11, e82240, eLife Sciences Publications, 2022, doi:10.7554/ELIFE.82240.
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2022 | Research Data Reference | IST-REx-ID: 12339 | OA
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 | Conference Paper | IST-REx-ID: 12452 | OA
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 | OA
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 | OA
Iofinova, Eugenia B., et al. “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 | Published | Conference Paper | IST-REx-ID: 12508 | OA
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 | OA
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: 12510 | OA
Gruenbacher, Sophie A., et al. “GoTube: Scalable Statistical Verification of Continuous-Depth Models.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 6, Association for the Advancement of Artificial Intelligence, 2022, pp. 6755–64, doi:10.1609/aaai.v36i6.20631.
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2022 | Published | Conference Paper | IST-REx-ID: 12516 | OA
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 | Published | Conference Paper | IST-REx-ID: 12529 | OA
Banerjee, Tamajit, et al. “A Direct Symbolic Algorithm for Solving Stochastic Rabin Games.” 28th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, vol. 13244, Springer Nature, 2022, pp. 81–98, doi:10.1007/978-3-030-99527-0_5.
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2022 | Published | Conference Paper | IST-REx-ID: 12536 | OA
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 | OA
Bombari, Simone, et al. “Memorization and Optimization in Deep Neural Networks with Minimum Over-Parameterization.” 36th Conference on Neural Information Processing Systems, vol. 35, Neural Information Processing Systems Foundation, 2022, pp. 7628–40.
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2022 | Published | Journal Article | IST-REx-ID: 12538 | OA
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 | OA
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 | OA
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 | Published | Journal Article | IST-REx-ID: 12573 | OA
McCarthy, Michael, et al. “Supraglacial Debris Thickness and Supply Rate in High-Mountain Asia.” Communications Earth & Environment, vol. 3, 269, Springer Nature, 2022, doi:10.1038/s43247-022-00588-2.
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2022 | Published | Journal Article | IST-REx-ID: 12574 | OA
Kneib, Marin, et al. “Sub-Seasonal Variability of Supraglacial Ice Cliff Melt Rates and Associated Processes from Time-Lapse Photogrammetry.” The Cryosphere, vol. 16, no. 11, Copernicus Publications, 2022, pp. 4701–25, doi:10.5194/tc-16-4701-2022.
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2022 | Published | Journal Article | IST-REx-ID: 12575 | OA
McCarthy, Michael, et al. “Glacier Contributions to River Discharge during the Current Chilean Megadrought.” Earth’s Future, vol. 10, no. 10, e2022EF002852, American Geophysical Union, 2022, doi:10.1029/2022ef002852.
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2022 | Published | Journal Article | IST-REx-ID: 12576 | OA
Shaw, T. E., et al. “Multi-Decadal Monsoon Characteristics and Glacier Response in High Mountain Asia.” Environmental Research Letters, vol. 17, no. 10, 104001, IOP Publishing, 2022, doi:10.1088/1748-9326/ac9008.
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