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5147 Publications
2021 |Published| Conference Paper | IST-REx-ID: 11436 | 
Kungurtsev, Vyacheslav, Malcolm Egan, Bapi Chatterjee, and Dan-Adrian Alistarh. “Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees.” In 35th AAAI Conference on Artificial Intelligence, AAAI 2021, 35:8209–16. AAAI Press, 2021.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 11453 |
Braun, Lukas, and Tim P Vogels. “Online Learning of Neural Computations from Sparse Temporal Feedback.” In Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, 20:16437–50. Neural Information Processing Systems Foundation, 2021.
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2021 |Published| Conference Paper | IST-REx-ID: 11452 |
Alimisis, Foivos, Peter Davies, Bart Vandereycken, and Dan-Adrian Alistarh. “Distributed Principal Component Analysis with Limited Communication.” In Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, 4:2823–34. Neural Information Processing Systems Foundation, 2021.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 11463 |
Frantar, Elias, Eldar Kurtic, and Dan-Adrian Alistarh. “M-FAC: Efficient Matrix-Free Approximations of Second-Order Information.” In 35th Conference on Neural Information Processing Systems, 34:14873–86. Curran Associates, 2021.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 11464 |
Alistarh, Dan-Adrian, and Janne Korhonen. “Towards Tight Communication Lower Bounds for Distributed Optimisation.” In 35th Conference on Neural Information Processing Systems, 34:7254–66. Curran Associates, 2021.
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| arXiv
2021 |Submitted| Preprint | IST-REx-ID: 12076 |
Shute, Alec L. “Sums of Four Squareful Numbers.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2104.06966.
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| arXiv
2021 |Published| Book Chapter | IST-REx-ID: 7941
Truckenbrodt, Sven M, and Silvio O. Rizzoli. “Simple Multi-Color Super-Resolution by X10 Microscopy.” In Methods in Cell Biology, 161:33–56. Elsevier, 2021. https://doi.org/10.1016/bs.mcb.2020.04.016.
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| PubMed | Europe PMC
2021 |Published| Journal Article | IST-REx-ID: 9097 |
Pandey, Rakesh, Yusur Al-Nuaimi, Rajiv Kumar Mishra, Sarah K. Spurgeon, and Marc Goodfellow. “Role of Subnetworks Mediated by TNF α, IL-23/IL-17 and IL-15 in a Network Involved in the Pathogenesis of Psoriasis.” Scientific Reports. Springer Nature, 2021. https://doi.org/10.1038/s41598-020-80507-7.
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2021 |Published| Book Chapter | IST-REx-ID: 9245
Xia, Peng, and Carl-Philipp J Heisenberg. “Quantifying Tissue Tension in the Granulosa Layer after Laser Surgery.” In Germline Development in the Zebrafish, edited by Roland Dosch, 2218:117–28. Humana, 2021. https://doi.org/10.1007/978-1-0716-0970-5_10.
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| PubMed | Europe PMC
2021 |Published| Journal Article | IST-REx-ID: 9282 |
Nauman, Muhammad, Do Hoon Kiem, Sungmin Lee, Suhan Son, J-G Park, Woun Kang, Myung Joon Han, and Youn Jung Jo. “Complete Mapping of Magnetic Anisotropy for Prototype Ising van Der Waals FePS3.” 2D Materials. IOP Publishing, 2021. https://doi.org/10.1088/2053-1583/abeed3.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 9296 |
Aichholzer, Oswin, Alan M Arroyo Guevara, Zuzana Masárová, Irene Parada, Daniel Perz, Alexander Pilz, Josef Tkadlec, and Birgit Vogtenhuber. “On Compatible Matchings.” In 15th International Conference on Algorithms and Computation, 12635:221–33. Springer Nature, 2021. https://doi.org/10.1007/978-3-030-68211-8_18.
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| arXiv
2021 | Book Chapter | IST-REx-ID: 9403 |
Schmid, Laura, and Christian Hilbe. “The Evolution of Strategic Ignorance in Strategic Interaction.” In Deliberate Ignorance: Choosing Not To Know, edited by Ralph Hertwig and Christoph Engel, 29:139–52. Strüngmann Forum Reports. MIT Press, 2021.
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2021 |Published| Conference Paper | IST-REx-ID: 9466 |
Walter, Michael. “The Convergence of Slide-Type Reductions.” In Public-Key Cryptography – PKC 2021, 12710:45–67. Springer Nature, 2021. https://doi.org/10.1007/978-3-030-75245-3_3.
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2021 |Published| Journal Article | IST-REx-ID: 9465 |
Edelsbrunner, Herbert, Anton Nikitenko, and Georg F Osang. “A Step in the Delaunay Mosaic of Order K.” Journal of Geometry. Springer Nature, 2021. https://doi.org/10.1007/s00022-021-00577-4.
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2021 |Published| Conference Paper | IST-REx-ID: 9543 |
Davies, Peter, Vijaykrishna Gurunanthan, Niusha Moshrefi, Saleh Ashkboos, and Dan-Adrian Alistarh. “New Bounds for Distributed Mean Estimation and Variance Reduction.” In 9th International Conference on Learning Representations, 2021.
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| arXiv
2021 |Accepted| Conference Paper | IST-REx-ID: 9592 |
Dvorak, Martin, and Sara Nicholson. “Massively Winning Configurations in the Convex Grabbing Game on the Plane.” In Proceedings of the 33rd Canadian Conference on Computational Geometry, n.d.
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| arXiv
2021 |Submitted| Preprint | IST-REx-ID: 9082 |
Anderson, Donovan J., Florian Pauler, Aaron McKenna, Jay Shendure, Simon Hippenmeyer, and Marshall S. Horwitz. “Simultaneous Identification of Brain Cell Type and Lineage via Single Cell RNA Sequencing.” BioRxiv. Cold Spring Harbor Laboratory, n.d. https://doi.org/10.1101/2020.12.31.425016.
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2021 |Published| Conference Paper | IST-REx-ID: 9210 |
Volhejn, Vaclav, and Christoph Lampert. “Does SGD Implicitly Optimize for Smoothness?” In 42nd German Conference on Pattern Recognition, 12544:246–59. LNCS. Springer, 2021. https://doi.org/10.1007/978-3-030-71278-5_18.
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2021 |Published| Conference Paper | IST-REx-ID: 9345 |
Edelsbrunner, Herbert, Teresa Heiss, Vitaliy Kurlin , Philip Smith, and Mathijs Wintraecken. “The Density Fingerprint of a Periodic Point Set.” In 37th International Symposium on Computational Geometry (SoCG 2021), 189:32:1-32:16. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021. https://doi.org/10.4230/LIPIcs.SoCG.2021.32.
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2021 | Preprint | IST-REx-ID: 9435 |
Kaloshin, Vadim, and Edmond Koudjinan. “Non Co-Preservation of the 1/2 and 1/(2l+1)-Rational Caustics along Deformations of Circles,” 2021.
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