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5213 Publications
2024 |Submitted| Preprint | IST-REx-ID: 18057 | 
Mukhopadhyay S, Lancheros Naranjo DA, Senior JL, Higginbotham AP. Dual relaxation oscillations in a Josephson junction array. arXiv, 10.48550/arXiv.2408.07829.
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2024 |Published| Conference Paper | IST-REx-ID: 18061 |
Frantar E, Alistarh D-A. 2024. QMoE: Sub-1-bit compression of trillion parameter models. Proceedings of Machine Learning and Systems. MLSys: Machine Learning and Systems vol. 6.
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2024 |Published| Conference Paper | IST-REx-ID: 18062 |
Frantar E, Ruiz CR, Houlsby N, Alistarh D-A, Evci U. 2024. Scaling laws for sparsely-connected foundation models. The Twelfth International Conference on Learning Representations. ICLR: International Conference on Learning Representations.
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2024 |Published| Conference Paper | IST-REx-ID: 17469 |
Kögler K, Shevchenko A, Hassani H, Mondelli M. 2024. Compression of structured data with autoencoders: Provable benefit of nonlinearities and depth. Proceedings of the 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 24964–25015.
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2024 |Published| Thesis | IST-REx-ID: 17465
Shevchenko A. 2024. High-dimensional limits in artificial neural networks. Institute of Science and Technology Austria.
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2024 |Published| Thesis | IST-REx-ID: 17490 |
Markov I. 2024. Communication-efficient distributed training of deep neural networks: An algorithms and systems perspective. Institute of Science and Technology Austria.
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2024 |Published| Conference Paper | IST-REx-ID: 17456 |
Markov I, Alimohammadi K, Frantar E, Alistarh D-A. 2024. L-GreCo: Layerwise-adaptive gradient compression for efficient data-parallel deep learning. Proceedings of Machine Learning and Systems . MLSys: Machine Learning and Systems vol. 6.
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2024 |Published| Thesis | IST-REx-ID: 15101 |
Chen J. 2024. Developmental transformation of nanodomain coupling between Ca2+ channels and release sensors at a central GABAergic synapse. Institute of Science and Technology Austria.
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2024 |Published| Journal Article | IST-REx-ID: 14843
Chen J, Kaufmann W, Chen C, Arai itaru, Kim O, Shigemoto R, Jonas PM. 2024. Developmental transformation of Ca2+ channel-vesicle nanotopography at a central GABAergic synapse. Neuron. 112(5), 755–771.e9.
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| PubMed | Europe PMC
2023 |Published| Book Chapter | IST-REx-ID: 12428 |
Hannezo EB, Scheele CLGJ. 2023.A Guide Toward Multi-scale and Quantitative Branching Analysis in the Mammary Gland. In: Cell Migration in Three Dimensions. Methods in Molecular Biology, vol. 2608, 183–205.
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2023 |Published| Journal Article | IST-REx-ID: 12534 |
Ghazaryan A, Cappellaro A, Lemeshko M, Volosniev A. 2023. Dissipative dynamics of an impurity with spin-orbit coupling. Physical Review Research. 5(1), 013029.
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2023 |Published| Journal Article | IST-REx-ID: 12158 |
Zeller P, Yeung J, Viñas Gaza H, de Barbanson BA, Bhardwaj V, Florescu M, van der Linden R, van Oudenaarden A. 2023. Single-cell sortChIC identifies hierarchical chromatin dynamics during hematopoiesis. Nature Genetics. 55, 333–345.
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2023 |Published| Conference Paper | IST-REx-ID: 12676 |
Chatterjee K, Meggendorfer T, Saona Urmeneta RJ, Svoboda J. 2023. Faster algorithm for turn-based stochastic games with bounded treewidth. Proceedings of the 2023 Annual ACM-SIAM Symposium on Discrete Algorithms. SODA: Symposium on Discrete Algorithms, 4590–4605.
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2023 |Published| Book Chapter | IST-REx-ID: 12720
Arroyo-Urea S, Watson J, García-Nafría J. 2023.Molecular Cloning Using In Vivo DNA Assembly. In: DNA Manipulation and Analysis. Methods in Molecular Biology, vol. 2633, 33–44.
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| PubMed | Europe PMC
2023 |Published| Conference Paper | IST-REx-ID: 12735 |
Koval N, Alistarh D-A, Elizarov R. 2023. Fast and scalable channels in Kotlin Coroutines. Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. PPoPP: Sympopsium on Principles and Practice of Parallel Programming, 107–118.
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2023 |Published| Conference Poster | IST-REx-ID: 12736 |
Aksenov V, Brown TA, Fedorov A, Kokorin I. 2023. Unexpected scaling in path copying trees, Association for Computing Machinery,p.
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2023 |Published| Conference Paper | IST-REx-ID: 12760 |
Henzinger MH, Neumann S, Räcke H, Schmid S. 2023. Dynamic maintenance of monotone dynamic programs and applications. 40th International Symposium on Theoretical Aspects of Computer Science. STACS: Symposium on Theoretical Aspects of Computer Science, LIPIcs, vol. 254, 36.
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| arXiv
2023 |Published| Thesis | IST-REx-ID: 12716 |
Burnett L. 2023. To flee, or not to flee? Using innate defensive behaviours to investigate rapid perceptual decision-making through subcortical circuits in mouse models of autism. Institute of Science and Technology Austria.
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2023 |Published| Conference Paper | IST-REx-ID: 12854 |
Chalupa M, Henzinger TA. 2023. Bubaak: Runtime monitoring of program verifiers. Tools and Algorithms for the Construction and Analysis of Systems. TACAS: Tools and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 13994, 535–540.
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2023 |Submitted| Preprint | IST-REx-ID: 12846 |
Chern A, Ishida S. Area formula for spherical polygons via prequantization. arXiv, 2303.14555.
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