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5280 Publications
2023 |Submitted| Preprint | IST-REx-ID: 17351 |
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Contractive coupling rates and curvature lower bounds for Markov chains
F. Pedrotti, ArXiv (n.d.).
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F. Pedrotti, ArXiv (n.d.).
2023 |Published| Conference Paper | IST-REx-ID: 14459 |
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Fundamental limits of two-layer autoencoders, and achieving them with gradient methods
A. Shevchenko, K. Kögler, H. Hassani, M. Mondelli, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 31151–31209.
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A. Shevchenko, K. Kögler, H. Hassani, M. Mondelli, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 31151–31209.
2023 |Published| Conference Paper | IST-REx-ID: 14461 |
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Quantized distributed training of large models with convergence guarantees
I. Markov, A. Vladu, Q. Guo, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 24020–24044.
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I. Markov, A. Vladu, Q. Guo, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 24020–24044.
2023 |Published| Conference Paper | IST-REx-ID: 17378 |
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OPTQ: Accurate post-training quantization for generative pre-trained transformers
E. Frantar, S. Ashkboos, T. Hoefler, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , International Conference on Learning Representations, 2023.
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E. Frantar, S. Ashkboos, T. Hoefler, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , International Conference on Learning Representations, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14458 |
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SparseGPT: Massive language models can be accurately pruned in one-shot
E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
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E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
2023 |Published| Journal Article | IST-REx-ID: 14032 |
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Superconductivity from a melted insulator in Josephson junction arrays
S. Mukhopadhyay, J.L. Senior, J. Saez Mollejo, D. Puglia, M. Zemlicka, J.M. Fink, A.P. Higginbotham, Nature Physics 19 (2023) 1630–1635.
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S. Mukhopadhyay, J.L. Senior, J. Saez Mollejo, D. Puglia, M. Zemlicka, J.M. Fink, A.P. Higginbotham, Nature Physics 19 (2023) 1630–1635.
2023 |Published| Thesis | IST-REx-ID: 12491 |
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Ultrastructural characterization of natively preserved extracellular matrix by cryo-electron tomography
B. Zens, Ultrastructural Characterization of Natively Preserved Extracellular Matrix by Cryo-Electron Tomography, Institute of Science and Technology Austria, 2023.
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B. Zens, Ultrastructural Characterization of Natively Preserved Extracellular Matrix by Cryo-Electron Tomography, Institute of Science and Technology Austria, 2023.
2023 |Published| Thesis | IST-REx-ID: 13984 |
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Individual and social immunity against viral infections in ants
A. Franschitz, Individual and Social Immunity against Viral Infections in Ants, Institute of Science and Technology Austria, 2023.
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A. Franschitz, Individual and Social Immunity against Viral Infections in Ants, Institute of Science and Technology Austria, 2023.
2023 |Published| Thesis | IST-REx-ID: 12964 |
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Mechanochemical pattern formation across biological scales
D.R. Boocock, Mechanochemical Pattern Formation across Biological Scales, Institute of Science and Technology Austria, 2023.
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D.R. Boocock, Mechanochemical Pattern Formation across Biological Scales, Institute of Science and Technology Austria, 2023.
2023 |Published| Thesis | IST-REx-ID: 12809 |
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Plasticity in the cerebellum: What molecular mechanisms are behind physiological learning
C. Alcarva, Plasticity in the Cerebellum: What Molecular Mechanisms Are behind Physiological Learning, Institute of Science and Technology Austria, 2023.
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C. Alcarva, Plasticity in the Cerebellum: What Molecular Mechanisms Are behind Physiological Learning, Institute of Science and Technology Austria, 2023.
2023 |Published| Journal Article | IST-REx-ID: 14082 |
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ZnUMBA - a live imaging method to detect local barrier breaches
T. Higashi, R.E. Stephenson, C. Schwayer, K. Huljev, A.Y. Higashi, C.-P.J. Heisenberg, H. Chiba, A.L. Miller, Journal of Cell Science 136 (2023).
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T. Higashi, R.E. Stephenson, C. Schwayer, K. Huljev, A.Y. Higashi, C.-P.J. Heisenberg, H. Chiba, A.L. Miller, Journal of Cell Science 136 (2023).
2023 |Published| Thesis | IST-REx-ID: 12781 |
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Structural and mechanistic study of bacterial complex I and its cyanobacterial ortholog
V. Kravchuk, Structural and Mechanistic Study of Bacterial Complex I and Its Cyanobacterial Ortholog, Institute of Science and Technology Austria, 2023.
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V. Kravchuk, Structural and Mechanistic Study of Bacterial Complex I and Its Cyanobacterial Ortholog, Institute of Science and Technology Austria, 2023.
2023 |Published| Thesis | IST-REx-ID: 12891 |
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Mesendoderm formation in zebrafish gastrulation: The role of extraembryonic tissues
A. Schauer, Mesendoderm Formation in Zebrafish Gastrulation: The Role of Extraembryonic Tissues, Institute of Science and Technology Austria, 2023.
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A. Schauer, Mesendoderm Formation in Zebrafish Gastrulation: The Role of Extraembryonic Tissues, Institute of Science and Technology Austria, 2023.
2023 |Published| Journal Article | IST-REx-ID: 14656 |
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The structure of hippocampal CA1 interactions optimizes spatial coding across experience
M. Nardin, J.L. Csicsvari, G. Tkačik, C. Savin, The Journal of Neuroscience 43 (2023) 8140–8156.
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M. Nardin, J.L. Csicsvari, G. Tkačik, C. Savin, The Journal of Neuroscience 43 (2023) 8140–8156.
2023 |Published| Journal Article | IST-REx-ID: 12837 |
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Cell cycle dynamics control fluidity of the developing mouse neuroepithelium
L. Bocanegra, A. Singh, E.B. Hannezo, M.P. Zagórski, A. Kicheva, Nature Physics 19 (2023) 1050–1058.
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L. Bocanegra, A. Singh, E.B. Hannezo, M.P. Zagórski, A. Kicheva, Nature Physics 19 (2023) 1050–1058.
2023 |Published| Journal Article | IST-REx-ID: 13201 |
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The nitrate transporter NRT2.1 directly antagonizes PIN7-mediated auxin transport for root growth adaptation
Y. Wang, Z. Yuan, J. Wang, H. Xiao, L. Wan, L. Li, Y. Guo, Z. Gong, J. Friml, J. Zhang, Proceedings of the National Academy of Sciences of the United States of America 120 (2023).
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Y. Wang, Z. Yuan, J. Wang, H. Xiao, L. Wan, L. Li, Y. Guo, Z. Gong, J. Friml, J. Zhang, Proceedings of the National Academy of Sciences of the United States of America 120 (2023).
2023 |Published| Thesis | IST-REx-ID: 13081 |
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Epithelial dynamics during mouse neural tube development
L. Bocanegra, Epithelial Dynamics during Mouse Neural Tube Development, Institute of Science and Technology Austria, 2023.
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L. Bocanegra, Epithelial Dynamics during Mouse Neural Tube Development, Institute of Science and Technology Austria, 2023.
2023 |Published| Thesis | IST-REx-ID: 12531 |
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Panoramic functional gradients across the mouse retina
K. Kirillova, Panoramic Functional Gradients across the Mouse Retina, Institute of Science and Technology Austria, 2023.
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K. Kirillova, Panoramic Functional Gradients across the Mouse Retina, Institute of Science and Technology Austria, 2023.
2023 |Published| Thesis | IST-REx-ID: 12800 |
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The effect of local population structure on genetic variation at selected loci in the A. majus hybrid zone
M. Julseth, The Effect of Local Population Structure on Genetic Variation at Selected Loci in the A. Majus Hybrid Zone, Institute of Science and Technology Austria, 2023.
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M. Julseth, The Effect of Local Population Structure on Genetic Variation at Selected Loci in the A. Majus Hybrid Zone, Institute of Science and Technology Austria, 2023.
2023 |Published| Thesis | IST-REx-ID: 14226 |
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Generalizing medial axes with homology switches
E.R. Stephenson, Generalizing Medial Axes with Homology Switches, Institute of Science and Technology Austria, 2023.
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E.R. Stephenson, Generalizing Medial Axes with Homology Switches, Institute of Science and Technology Austria, 2023.