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5102 Publications
2024 |Published| Conference Paper | IST-REx-ID: 17893 | 
Jin, Lifu, et al. “Properties of the Strong Data Processing Constant for Rényi Divergence.” Proceedings of the 2024 IEEE International Symposium on Information Theory, Institute of Electrical and Electronics Engineers, 2024, pp. 3178–83, doi:10.1109/ISIT57864.2024.10619367.
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2024 |Published| Conference Paper | IST-REx-ID: 17895
Dey, B. K., et al. “Computationally Efficient Codes for Strongly Dobrushin-Stambler Nonsymmetrizable Oblivious AVCs.” Proceedings of the 2024 IEEE International Symposium on Information Theory , Institute of Electrical and Electronics Engineers, 2024, pp. 1586–91, doi:10.1109/ISIT57864.2024.10619362.
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2024 |Published| Conference Paper | IST-REx-ID: 17894
Esposito, Amedeo Roberto, et al. “Variational Characterizations of Sibson’s α-Mutual Information.” Proceedings of the 2024 IEEE International Symposium on Information Theory , Institute of Electrical and Electronics Engineers, 2024, pp. 2110–15, doi:10.1109/ISIT57864.2024.10619378.
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2024 |Epub ahead of print| Journal Article | IST-REx-ID: 17890 |
Elkrewi, Marwan N., and Beatriz Vicoso. “Single-Nucleus Atlas of the Artemia Female Reproductive System Suggests Germline Repression of the Z Chromosome.” PLoS Genetics, e1011376, Public Library of Science, 2024, doi:10.1371/journal.pgen.1011376.
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2024 |Published| Book Chapter | IST-REx-ID: 18058
Watson, Jake, et al. “DNA Cloning.” Handbook of Molecular Biotechnology, edited by Dongyou Liu, 1st ed., CRC Press, 2024, pp. 66–72, doi:10.1201/9781003055211-8.
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2024 |Submitted| Preprint | IST-REx-ID: 18057 |
Mukhopadhyay, Soham, et al. “Dual Relaxation Oscillations in a Josephson Junction Array.” ArXiv, doi:10.48550/arXiv.2408.07829.
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2024 |Published| Thesis | IST-REx-ID: 15101 |
Chen, JingJing. Developmental Transformation of Nanodomain Coupling between Ca2+ Channels and Release Sensors at a Central GABAergic Synapse. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:15101.
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2024 |Published| Journal Article | IST-REx-ID: 14843
Chen, JingJing, et al. “Developmental Transformation of Ca2+ Channel-Vesicle Nanotopography at a Central GABAergic Synapse.” Neuron, vol. 112, no. 5, Elsevier, 2024, p. 755–771.e9, doi:10.1016/j.neuron.2023.12.002.
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2024 |Published| Conference Paper | IST-REx-ID: 18061 |
Frantar, Elias, and Dan-Adrian Alistarh. “QMoE: Sub-1-Bit Compression of Trillion Parameter Models.” Proceedings of Machine Learning and Systems, edited by P. Gibbons et al., vol. 6, 2024.
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2024 |Published| Conference Paper | IST-REx-ID: 18062 |
Frantar, Elias, et al. “Scaling Laws for Sparsely-Connected Foundation Models.” The Twelfth International Conference on Learning Representations, 2024.
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2024 |Published| Conference Paper | IST-REx-ID: 17469 |
Kögler, Kevin, et al. “Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth.” Proceedings of the 41st International Conference on Machine Learning, vol. 235, ML Research Press, 2024, pp. 24964–5015.
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2024 |Published| Thesis | IST-REx-ID: 17465
Shevchenko, Alexander. High-Dimensional Limits in Artificial Neural Networks. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17465.
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2024 |Published| Conference Paper | IST-REx-ID: 17456 |
Markov, Ilia, et al. “L-GreCo: Layerwise-Adaptive Gradient Compression for Efficient Data-Parallel Deep Learning.” Proceedings of Machine Learning and Systems , edited by P. Gibbons et al., vol. 6, Association for Computing Machinery, 2024.
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2024 |Published| Thesis | IST-REx-ID: 17490 |
Markov, Ilia. Communication-Efficient Distributed Training of Deep Neural Networks: An Algorithms and Systems Perspective. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17490.
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2023 |Published| Book Chapter | IST-REx-ID: 12428 |
Hannezo, Edouard B., and Colinda L. G. J. Scheele. “A Guide Toward Multi-Scale and Quantitative Branching Analysis in the Mammary Gland.” Cell Migration in Three Dimensions, edited by Coert Margadant, vol. 2608, Springer Nature, 2023, pp. 183–205, doi:10.1007/978-1-0716-2887-4_12.
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2023 |Published| Journal Article | IST-REx-ID: 12534 |
Ghazaryan, Areg, et al. “Dissipative Dynamics of an Impurity with Spin-Orbit Coupling.” Physical Review Research, vol. 5, no. 1, 013029, American Physical Society, 2023, doi:10.1103/physrevresearch.5.013029.
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2023 |Published| Conference Paper | IST-REx-ID: 12676 |
Chatterjee, Krishnendu, et al. “Faster Algorithm for Turn-Based Stochastic Games with Bounded Treewidth.” Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2023, pp. 4590–605, doi:10.1137/1.9781611977554.ch173.
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2023 |Published| Book Chapter | IST-REx-ID: 12720
Arroyo-Urea, Sandra, et al. “Molecular Cloning Using In Vivo DNA Assembly.” DNA Manipulation and Analysis, edited by Garry Scarlett, vol. 2633, Springer Nature, 2023, pp. 33–44, doi:10.1007/978-1-0716-3004-4_3.
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2023 |Published| Conference Paper | IST-REx-ID: 12735 |
Koval, Nikita, et al. “Fast and Scalable Channels in Kotlin Coroutines.” Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2023, pp. 107–18, doi:10.1145/3572848.3577481.
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2023 |Published| Conference Poster | IST-REx-ID: 12736 |
Aksenov, Vitaly, et al. “Unexpected Scaling in Path Copying Trees.” Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2023, pp. 438–40, doi:10.1145/3572848.3577512.
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