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5767 Publications
2023 | Journal Article | IST-REx-ID: 14401 | 
M. E. Maes, R. J. Donahue, C. L. Schlamp, O. J. Marola, R. T. Libby, and R. W. Nickells, “BAX activation in mouse retinal ganglion cells occurs in two temporally and mechanistically distinct steps,” Molecular Neurodegeneration, vol. 18. Springer Nature, 2023.
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2023 | Journal Article | IST-REx-ID: 14489 |
Z. Y. Fan, L. Qiu, S. Gröblacher, and J. Li, “Microwave-optics entanglement via cavity optomagnomechanics,” Laser and Photonics Reviews, vol. 17, no. 12. Wiley, 2023.
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2023 | Journal Article | IST-REx-ID: 13097 |
A. C. Wilson and L. B. Sweeney, “Spinal cords: Symphonies of interneurons across species,” Frontiers in Neural Circuits, vol. 17. Frontiers, 2023.
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2023 | Conference Abstract | IST-REx-ID: 14865 |
Y.-L. Hwong, M. Colin, P. Aglas, C. J. Muller, and S. Sherwood, “Evaluating memory properties in convection schemes using idealised tests,” in EGU General Assembly 2023, Vienna, Austria & Virtual, 2023.
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2023 | Conference Abstract | IST-REx-ID: 14866 |
S. Abramian, C. J. Muller, and C. Risi, “Extreme precipitation in tropical squall lines,” in EGU General Assembly 2023, Vienna, Austria & Virtual, 2023.
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2023 | Journal Article | IST-REx-ID: 14920 |
T. Banerjee, R. Majumdar, K. Mallik, A.-K. Schmuck, and S. Soudjani, “Fast symbolic algorithms for mega-regular games under strong transition fairness,” TheoretiCS, vol. 2. EPI Sciences, 2023.
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2023 | Conference Paper | IST-REx-ID: 12859 |
S. Bombari, S. Kiyani, and M. Mondelli, “Beyond the universal law of robustness: Sharper laws for random features and neural tangent kernels,” in Proceedings of the 40th International Conference on Machine Learning, Honolulu, HI, United States, 2023, vol. 202, pp. 2738–2776.
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2023 | Conference Paper | IST-REx-ID: 14921 |
P. Súkeník, M. Mondelli, and C. Lampert, “Deep neural collapse is provably optimal for the deep unconstrained features model,” in 37th Annual Conference on Neural Information Processing Systems, New Orleans, LA, United States.
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2023 | Conference Paper | IST-REx-ID: 14924 |
D. Wu, V. Kungurtsev, and M. Mondelli, “Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence,” in Transactions on Machine Learning Research, 2023.
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2023 | Research Data Reference | IST-REx-ID: 14919 |
T. Shaw, P. Buri, M. McCarthy, E. Miles, and F. Pellicciotti, “Air temperature and near-surface meteorology datasets on three Swiss glaciers - Extreme 2022 Summer.” Zenodo, 2023.
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2023 | Thesis | IST-REx-ID: 13107 |
L. Knaus, “The metabolism of the developing brain : How large neutral amino acids modulate perinatal neuronal excitability and survival,” Institute of Science and Technology Austria, 2023.
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2023 | Journal Article | IST-REx-ID: 12802 |
L. Knaus et al., “Large neutral amino acid levels tune perinatal neuronal excitability and survival,” Cell, vol. 186, no. 9. Elsevier, p. 1950–1967.e25, 2023.
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2023 | Preprint | IST-REx-ID: 13312 |
M. Valentini et al., “Radio frequency driven superconducting diode and parity conserving Cooper pair transport in a two-dimensional germanium hole gas,” arXiv. .
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2023 | Journal Article | IST-REx-ID: 14949 |
M. Burg et al., “Image retrieval outperforms diffusion models on data augmentation,” Journal of Machine Learning Research. ML Research Press, 2023.
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2023 | Preprint | IST-REx-ID: 14946 |
D. Yao et al., “Multi-view causal representation learning with partial observability,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14952 |
V. Maiorca, L. Moschella, A. Norelli, M. Fumero, F. Locatello, and E. Rodolà, “Latent space translation via semantic alignment,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14948 |
A. Kori, F. Locatello, F. D. S. Ribeiro, F. Toni, and B. Glocker, “Grounded object centric learning,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14953 |
Z. Zhu, F. Locatello, and V. Cevher, “Sample complexity bounds for score-matching: Causal discovery and generative modeling,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14954 |
F. Montagna et al., “Assumption violations in causal discovery and the robustness of score matching,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14210 |
M. Fumero et al., “Leveraging sparse and shared feature activations for disentangled representation learning,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14207 |
S. Löwe, P. Lippe, F. Locatello, and M. Welling, “Rotating features for object discovery,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14963 |
Z. Zhao et al., “Object-centric multiple object tracking,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14961 |
F. Montagna, N. Noceti, L. Rosasco, and F. Locatello, “Shortcuts for causal discovery of nonlinear models by score matching,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14962 |
K. Fan et al., “Unsupervised open-vocabulary object localization in videos,” arXiv. .
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2023 | Conference Paper | IST-REx-ID: 14958 |
D. Xu et al., “A sparsity principle for partially observable causal representation learning,” in Causal Representation Learning Workshop at NeurIPS 2023, New Orleans, LA, United States, 2023.
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2023 | Conference Paper | IST-REx-ID: 14923 |
T. Fu, Y. Liu, J. Barbier, M. Mondelli, S. Liang, and T. Hou, “Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise,” in Proceedings of 2023 IEEE International Symposium on Information Theory, Taipei, Taiwan.
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2023 | Journal Article | IST-REx-ID: 14466 |
E. Marensi, G. Yalniz, and B. Hof, “Dynamics and proliferation of turbulent stripes in plane-Poiseuille and plane-Couette flows,” Journal of Fluid Mechanics, vol. 974. Cambridge University Press, 2023.
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2023 | Journal Article | IST-REx-ID: 14687 |
R. B. Jethwa, S. Mondal, B. Pant, and S. A. Freunberger, “To DISP or not? The far‐reaching reaction mechanisms underpinning Lithium‐air batteries,” Angewandte Chemie International Edition. Wiley, 2023.
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2023 | Journal Article | IST-REx-ID: 14985 |
Z. Liu et al., “Lattice expansion enables interstitial doping to achieve a high average ZT in n‐type PbS,” Interdisciplinary Materials, vol. 2, no. 1. Wiley, pp. 161–170, 2023.
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2023 | Conference Paper | IST-REx-ID: 14989 |
H. Malvai et al., “Parakeet: Practical key transparency for end-to-end eEncrypted messaging,” in Proceedings of the 2023 Network and Distributed System Security Symposium, San Diego, CA, United States, 2023.
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2023 | Conference Paper | IST-REx-ID: 14411 |
N. Beneš, L. Brim, S. Pastva, D. Šafránek, and E. Šmijáková, “Phenotype control of partially specified boolean networks,” in 21st International Conference on Computational Methods in Systems Biology, Luxembourg City, Luxembourg, 2023, vol. 14137, pp. 18–35.
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2023 | Book Chapter | IST-REx-ID: 14992 |
M. Lewin, E. H. Lieb, and R. Seiringer, “Universal Functionals in Density Functional Theory,” in Density Functional Theory, 1st ed., E. Cances and G. Friesecke, Eds. Springer, 2023, pp. 115–182.
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2023 | Journal Article | IST-REx-ID: 12675 |
L. M. Becker et al., “The rigid core and flexible surface of amyloid fibrils probed by Magic‐Angle Spinning NMR of aromatic residues,” Angewandte Chemie International Edition, vol. 62, no. 19. Wiley, 2023.
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2023 | Research Data | IST-REx-ID: 12497 |
L. M. Becker and P. Schanda, “Research data to: The rigid core and flexible surface of amyloid fibrils probed by magic-angle-spinning NMR spectroscopy of aromatic residues.” Institute of Science and Technology Austria, 2023.
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2023 | Research Data | IST-REx-ID: 13126 |
J. G. Danzl, “Research data for the publication ‘Imaging brain tissue architecture across millimeter to nanometer scales.’” Institute of Science and Technology Austria, 2023.
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2023 | Research Data | IST-REx-ID: 13116 |
Z. Dunajova et al., “Chiral and nematic phases of flexible active filaments.” Institute of Science and Technology Austria, 2023.
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2023 | Journal Article | IST-REx-ID: 13314 |
Z. Dunajova et al., “Chiral and nematic phases of flexible active filaments,” Nature Physics, vol. 19. Springer Nature, pp. 1916–1926, 2023.
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2023 | Journal Article | IST-REx-ID: 14257 |
J. M. Michalska et al., “Imaging brain tissue architecture across millimeter to nanometer scales,” Nature Biotechnology. Springer Nature, 2023.
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2023 | Thesis | IST-REx-ID: 13286 |
M. Valentini, “Mesoscopic phenomena in hybrid semiconductor-superconductor nanodevices : From full-shell nanowires to two-dimensional hole gas in germanium,” Institute of Science and Technology Austria, 2023.
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2023 | Research Data Reference | IST-REx-ID: 15027 |
S. Curk, “aggregation_data.” Figshare, 2023.
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2023 | Conference Paper | IST-REx-ID: 14758 |
R. Majumdar, K. Mallik, M. Rychlicki, A.-K. Schmuck, and S. Soudjani, “A flexible toolchain for symbolic rabin games under fair and stochastic uncertainties,” in 35th International Conference on Computer Aided Verification, Paris, France, 2023, vol. 13966, pp. 3–15.
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2023 | Journal Article | IST-REx-ID: 14654 |
Y.-L. Hwong, M. Colin, P. Aglas, C. J. Muller, and S. C. Sherwood, “Assessing memory in convection schemes using idealized tests,” Journal of Advances in Modeling Earth Systems, vol. 15, no. 12. Wiley, 2023.
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2023 | Conference Paper | IST-REx-ID: 13139 |
T. Meggendorfer, “Correct approximation of stationary distributions,” in TACAS 2023: Tools and Algorithms for the Construction and Analysis of Systems, Paris, France, 2023, vol. 13993, pp. 489–507.
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2023 | Research Data Reference | IST-REx-ID: 14991 |
Y.-L. Hwong, M. Colin, P. Aglas, C. J. Muller, and S. C. Sherwood, “Data-assessing memory in convection schemes using idealized tests.” Zenodo, 2023.
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2023 | Research Data Reference | IST-REx-ID: 14990 |
T. Meggendorfer, “Artefact for: Correct Approximation of Stationary Distributions.” Zenodo, 2023.
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2023 | Conference Paper | IST-REx-ID: 14260 |
N. Koval, A. Fedorov, M. Sokolova, D. Tsitelov, and D.-A. Alistarh, “Lincheck: A practical framework for testing concurrent data structures on JVM,” in 35th International Conference on Computer Aided Verification , Paris, France, 2023, vol. 13964, pp. 156–169.
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2023 | Research Data Reference | IST-REx-ID: 14995 |
N. Koval, A. Fedorov, M. Sokolova, D. Tsitelov, and D.-A. Alistarh, “Lincheck: A practical framework for testing concurrent data structures on JVM.” Zenodo, 2023.
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2023 | Research Data Reference | IST-REx-ID: 14994 |
R. Majumdar, K. Mallik, M. Rychlicki, A.-K. Schmuck, and S. Soudjani, “A flexible toolchain for symbolic rabin games under fair and stochastic uncertainties.” Zenodo, 2023.
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2023 | Conference Paper | IST-REx-ID: 15023 |
D. Zikelic, M. Lechner, A. Verma, K. Chatterjee, and T. A. Henzinger, “Compositional policy learning in stochastic control systems with formal guarantees,” in 37th Conference on Neural Information Processing Systems, New Orleans, LO, United States, 2023.
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2023 | Conference Paper | IST-REx-ID: 14993 |
C. Currin et al., “A framework for grassroots research collaboration in machine learning and global health,” in 1st Workshop on Machine Learning & Global Health, Kigali, Rwanda, 2023.
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