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5199 Publications
2022 |Published| Conference Paper | IST-REx-ID: 17059 | 
Frantar E, Alistarh D-A. 2022. SPDY: Accurate pruning with speedup guarantees. 39th International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 162, 6726–6743.
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2022 |Submitted| Preprint | IST-REx-ID: 14597 |
Fischer JL, Marveggio A. Quantitative convergence of the vectorial Allen-Cahn equation towards multiphase mean curvature flow. arXiv, 10.48550/ARXIV.2203.17143.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 11420 |
Shevchenko A, Kungurtsev V, Mondelli M. 2022. Mean-field analysis of piecewise linear solutions for wide ReLU networks. Journal of Machine Learning Research. 23(130), 1–55.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 12780 |
Markov I, Ramezanikebrya H, Alistarh D-A. 2022. CGX: Adaptive system support for communication-efficient deep learning. Proceedings of the 23rd ACM/IFIP International Middleware Conference. Middleware: International Middleware Conference, 241–254.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 17087 |
Frantar E, Singh SP, Alistarh D-A. 2022. Optimal brain compression: A framework for accurate post-training quantization and pruning. 36th Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, NeurIPS, vol. 35.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 11476 |
Alwen J, Auerbach B, Cueto Noval M, Klein K, Pascual Perez G, Pietrzak KZ, Walter M. 2022. CoCoA: Concurrent continuous group key agreement. Advances in Cryptology – EUROCRYPT 2022. EUROCRYPT: Annual International Conference on the Theory and Applications of Cryptology and Information Security, LNCS, vol. 13276, 815–844.
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2022 |Published| Journal Article | IST-REx-ID: 11732 |
Henheik SJ, Lauritsen AB. 2022. The BCS energy gap at high density. Journal of Statistical Physics. 189, 5.
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2022 |Published| Thesis | IST-REx-ID: 11196 |
Kim O. 2022. Nanoarchitecture of hippocampal mossy fiber-CA3 pyramidal neuron synapses. Institute of Science and Technology Austria.
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2022 |Published| Thesis | IST-REx-ID: 10727 |
Metzler S. 2022. Pathogen-mediated sexual selection and immunization in ant colonies. Institute of Science and Technology Austria.
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2022 |Published| Thesis | IST-REx-ID: 11879 |
Artner C. 2022. Modulation of auxin transport via ZF proteins adjust plant response to high ambient temperature. Institute of Science and Technology Austria.
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2022 |Published| Thesis | IST-REx-ID: 11393 |
Jevtic M. 2022. Contextual fear learning induced changes in AMPA receptor subtypes along the proximodistal axis in dorsal hippocampus. Institute of Science and Technology Austria.
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2022 |Published| Journal Article | IST-REx-ID: 12138 |
Kravchuk V, Petrova O, Kampjut D, Wojciechowska-Bason A, Breese Z, Sazanov LA. 2022. A universal coupling mechanism of respiratory complex I. Nature. 609(7928), 808–814.
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| PubMed | Europe PMC
2022 |Published| Thesis | IST-REx-ID: 12366 |
Redchenko E. 2022. Controllable states of superconducting Qubit ensembles. Institute of Science and Technology Austria.
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2022 |Published| Thesis | IST-REx-ID: 11932 |
Nardin M. 2022. On the encoding, transfer, and consolidation of spatial memories. Institute of Science and Technology Austria.
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2022 |Published| Journal Article | IST-REx-ID: 12244 |
Colombo G, Cubero RJ, Kanari L, Venturino A, Schulz R, Scolamiero M, Agerberg J, Mathys H, Tsai L-H, Chachólski W, Hess K, Siegert S. 2022. A tool for mapping microglial morphology, morphOMICs, reveals brain-region and sex-dependent phenotypes. Nature Neuroscience. 25(10), 1379–1393.
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| PubMed | Europe PMC
2022 |Published| Thesis | IST-REx-ID: 12378 |
Colombo G. 2022. MorphOMICs, a tool for mapping microglial morphology, reveals brain region- and sex-dependent phenotypes. Institute of Science and Technology Austria.
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2022 |Published| Journal Article | IST-REx-ID: 10208 |
Goudarzi S, Sharif M, Karimipour F. 2022. A context-aware dimension reduction framework for trajectory and health signal analyses. Journal of Ambient Intelligence and Humanized Computing. 13, 2621–2635.
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2022 |Published| Journal Article | IST-REx-ID: 10703 |
Gaertner F, Reis-Rodrigues P, de Vries I, Hons M, Aguilera J, Riedl M, Leithner AF, Tasciyan S, Kopf A, Merrin J, Zheden V, Kaufmann W, Hauschild R, Sixt MK. 2022. WASp triggers mechanosensitive actin patches to facilitate immune cell migration in dense tissues. Developmental Cell. 57(1), 47–62.e9.
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