Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
4951 Publications
2023 | Conference Paper | IST-REx-ID: 12859 | 
Bombari S, Kiyani S, Mondelli M. 2023. Beyond the universal law of robustness: Sharper laws for random features and neural tangent kernels. Proceedings of the 40th International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 202, 2738–2776.
[Preprint]
View
| Files available
| Download Preprint (ext.)
| arXiv
2023 | Conference Paper | IST-REx-ID: 14921 |
Súkeník P, Mondelli M, Lampert C. Deep neural collapse is provably optimal for the deep unconstrained features model. 37th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, NeurIPS, .
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2023 | Conference Paper | IST-REx-ID: 14924 |
Wu D, Kungurtsev V, Mondelli M. 2023. Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence. Transactions on Machine Learning Research. , TMLR, .
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2023 | Research Data Reference | IST-REx-ID: 14919 |
Shaw T, Buri P, McCarthy M, Miles E, Pellicciotti F. 2023. Air temperature and near-surface meteorology datasets on three Swiss glaciers - Extreme 2022 Summer, Zenodo, 10.5281/ZENODO.8277285.
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
2023 | Thesis | IST-REx-ID: 13107 |
Knaus L. 2023. The metabolism of the developing brain : How large neutral amino acids modulate perinatal neuronal excitability and survival. Institute of Science and Technology Austria.
[Published Version]
View
| Files available
| DOI
2023 | Journal Article | IST-REx-ID: 12802 |
Knaus L, Basilico B, Malzl D, Gerykova Bujalkova M, Smogavec M, Schwarz LA, Gorkiewicz S, Amberg N, Pauler F, Knittl-Frank C, Tassinari M, Maulide N, Rülicke T, Menche J, Hippenmeyer S, Novarino G. 2023. Large neutral amino acid levels tune perinatal neuronal excitability and survival. Cell. 186(9), 1950–1967.e25.
[Published Version]
View
| Files available
| DOI
| WoS
2023 | Preprint | IST-REx-ID: 13312 |
Valentini M, Sagi O, Baghumyan L, Gijsel T de, Jung J, Calcaterra S, Ballabio A, Servin JA, Aggarwal K, Janik M, Adletzberger T, Souto RS, Leijnse M, Danon J, Schrade C, Bakkers E, Chrastina D, Isella G, Katsaros G. Radio frequency driven superconducting diode and parity conserving Cooper pair transport in a two-dimensional germanium hole gas. arXiv, 2306.07109.
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Journal Article | IST-REx-ID: 14949 |
Burg M, Wenzel F, Zietlow D, Horn M, Makansi O, Locatello F, Russell C. 2023. Image retrieval outperforms diffusion models on data augmentation. Journal of Machine Learning Research.
[Published Version]
View
| Files available
| Download Published Version (ext.)
2023 | Preprint | IST-REx-ID: 14946 |
Yao D, Xu D, Lachapelle S, Magliacane S, Taslakian P, Martius G, Kügelgen J von, Locatello F. Multi-view causal representation learning with partial observability. arXiv, 2311.04056.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14952 |
Maiorca V, Moschella L, Norelli A, Fumero M, Locatello F, Rodolà E. Latent space translation via semantic alignment. arXiv, 2311.00664.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14948 |
Kori A, Locatello F, Ribeiro FDS, Toni F, Glocker B. Grounded object centric learning. arXiv, 2307.09437.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14953 |
Zhu Z, Locatello F, Cevher V. Sample complexity bounds for score-matching: Causal discovery and generative modeling. arXiv, 2310.18123.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14954 |
Montagna F, Mastakouri AA, Eulig E, Noceti N, Rosasco L, Janzing D, Aragam B, Locatello F. Assumption violations in causal discovery and the robustness of score matching. arXiv, 2310.13387.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14210 |
Fumero M, Wenzel F, Zancato L, Achille A, Rodolà E, Soatto S, Schölkopf B, Locatello F. Leveraging sparse and shared feature activations for disentangled representation learning. arXiv, 2304.07939.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14207 |
Löwe S, Lippe P, Locatello F, Welling M. Rotating features for object discovery. arXiv, 2306.00600.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14963 |
Zhao Z, Wang J, Horn M, Ding Y, He T, Bai Z, Zietlow D, Carl-Johann Simon-Gabriel C-JS-G, Shuai B, Tu Z, Brox T, Schiele B, Fu Y, Locatello F, Zhang Z, Xiao T. Object-centric multiple object tracking. arXiv, 2309.00233.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14961 |
Montagna F, Noceti N, Rosasco L, Locatello F. Shortcuts for causal discovery of nonlinear models by score matching. arXiv, 2310.14246.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Preprint | IST-REx-ID: 14962 |
Fan K, Bai Z, Xiao T, Zietlow D, Horn M, Zhao Z, Carl-Johann Simon-Gabriel C-JS-G, Shou MZ, Locatello F, Schiele B, Brox T, Zhang Z, Fu Y, He T. Unsupervised open-vocabulary object localization in videos. arXiv, 2309.09858.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Conference Paper | IST-REx-ID: 14958 |
Xu D, Yao D, Lachapelle S, Taslakian P, von Kügelgen J, Locatello F, Magliacane S. 2023. A sparsity principle for partially observable causal representation learning. Causal Representation Learning Workshop at NeurIPS 2023. CRL: Causal Representation Learning Workshop at NeurIPS, 54.
[Published Version]
View
| Files available
| Download Published Version (ext.)
2023 | Conference Paper | IST-REx-ID: 14923 |
Fu T, Liu Y, Barbier J, Mondelli M, Liang S, Hou T. Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise. Proceedings of 2023 IEEE International Symposium on Information Theory. ISIT: IEEE International Symposium on Information Theory.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Journal Article | IST-REx-ID: 14466 |
Marensi E, Yalniz G, Hof B. 2023. Dynamics and proliferation of turbulent stripes in plane-Poiseuille and plane-Couette flows. Journal of Fluid Mechanics. 974, A21.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2023 | Journal Article | IST-REx-ID: 14687 |
Jethwa RB, Mondal S, Pant B, Freunberger SA. 2023. To DISP or not? The far‐reaching reaction mechanisms underpinning Lithium‐air batteries. Angewandte Chemie International Edition., e202316476.
[Published Version]
View
| DOI
| Download Published Version (ext.)
2023 | Journal Article | IST-REx-ID: 14985 |
Liu Z, Hong T, Xu L, Wang S, Gao X, Chang C, Ding X, Xiao Y, Zhao L. 2023. Lattice expansion enables interstitial doping to achieve a high average ZT in n‐type PbS. Interdisciplinary Materials. 2(1), 161–170.
[Published Version]
View
| Files available
| DOI
2023 | Conference Paper | IST-REx-ID: 14989 |
Malvai H, Kokoris Kogias E, Sonnino A, Ghosh E, Oztürk E, Lewi K, Lawlor S. 2023. Parakeet: Practical key transparency for end-to-end eEncrypted messaging. Proceedings of the 2023 Network and Distributed System Security Symposium. NDSS: Network and Distributed Systems Security.
[Published Version]
View
| DOI
| Download Published Version (ext.)
2023 | Conference Paper | IST-REx-ID: 14411 |
Beneš N, Brim L, Pastva S, Šafránek D, Šmijáková E. 2023. Phenotype control of partially specified boolean networks. 21st International Conference on Computational Methods in Systems Biology. CMSB: Computational Methods in Systems Biology, LNBI, vol. 14137, 18–35.
[Submitted Version]
View
| Files available
| DOI
2023 | Book Chapter | IST-REx-ID: 14992 |
Lewin M, Lieb EH, Seiringer R. 2023.Universal Functionals in Density Functional Theory. In: Density Functional Theory. Mathematics and Molecular Modeling, , 115–182.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Journal Article | IST-REx-ID: 12675 |
Becker LM, Berbon M, Vallet A, Grelard A, Morvan E, Bardiaux B, Lichtenecker R, Ernst M, Loquet A, Schanda P. 2023. The rigid core and flexible surface of amyloid fibrils probed by Magic‐Angle Spinning NMR of aromatic residues. Angewandte Chemie International Edition. 62(19), e202219314.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
2023 | Research Data | IST-REx-ID: 12497 |
Becker LM, Schanda P. 2023. 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, 10.15479/AT:ISTA:12497.
[Published Version]
View
| Files available
| DOI
2023 | Research Data | IST-REx-ID: 13126 |
Danzl JG. 2023. Research data for the publication ‘Imaging brain tissue architecture across millimeter to nanometer scales’, Institute of Science and Technology Austria, 10.15479/AT:ISTA:13126.
[Published Version]
View
| Files available
| DOI
2023 | Research Data | IST-REx-ID: 13116 |
Dunajova Z, Prats Mateu B, Radler P, Lim K, Brandis D, Velicky P, Danzl JG, Wong RW, Elgeti J, Hannezo EB, Loose M. 2023. Chiral and nematic phases of flexible active filaments, Institute of Science and Technology Austria, 10.15479/AT:ISTA:13116.
[Published Version]
View
| Files available
| DOI
2023 | Journal Article | IST-REx-ID: 13314 |
Dunajova Z, Prats Mateu B, Radler P, Lim K, Brandis D, Velicky P, Danzl JG, Wong RW, Elgeti J, Hannezo EB, Loose M. 2023. Chiral and nematic phases of flexible active filaments. Nature Physics. 19, 1916–1926.
[Published Version]
View
| Files available
| DOI
| PubMed | Europe PMC
2023 | Journal Article | IST-REx-ID: 14257 |
Michalska JM, Lyudchik J, Velicky P, Korinkova H, Watson J, Cenameri A, Sommer CM, Amberg N, Venturino A, Roessler K, Czech T, Höftberger R, Siegert S, Novarino G, Jonas PM, Danzl JG. 2023. Imaging brain tissue architecture across millimeter to nanometer scales. Nature Biotechnology.
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
| WoS
2023 | Thesis | IST-REx-ID: 14280
Radler P. 2023. Spatiotemporal signaling during assembly of the bacterial divisome. Institute of Science and Technology Austria.
[Published Version]
View
| Files available
| DOI
2023 | Thesis | IST-REx-ID: 13286 |
Valentini M. 2023. Mesoscopic phenomena in hybrid semiconductor-superconductor nanodevices : From full-shell nanowires to two-dimensional hole gas in germanium. Institute of Science and Technology Austria.
[Published Version]
View
| Files available
| DOI
2023 | Research Data Reference | IST-REx-ID: 15027 |
Curk S. 2023. aggregation_data, Figshare.
[Published Version]
View
| Files available
| Download Published Version (ext.)
2023 | Conference Paper | IST-REx-ID: 14758 |
Majumdar R, Mallik K, Rychlicki M, Schmuck A-K, Soudjani S. 2023. A flexible toolchain for symbolic rabin games under fair and stochastic uncertainties. 35th International Conference on Computer Aided Verification. CAV: Computer Aided Verification, LNCS, vol. 13966, 3–15.
[Published Version]
View
| Files available
| DOI
2023 | Journal Article | IST-REx-ID: 14654 |
Hwong Y-L, Colin M, Aglas P, Muller CJ, Sherwood SC. 2023. Assessing memory in convection schemes using idealized tests. Journal of Advances in Modeling Earth Systems. 15(12), e2023MS003726.
[Published Version]
View
| Files available
| DOI
2023 | Conference Paper | IST-REx-ID: 13139 |
Meggendorfer T. 2023. Correct approximation of stationary distributions. TACAS 2023: Tools and Algorithms for the Construction and Analysis of Systems. TACAS: Tools and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 13993, 489–507.
[Published Version]
View
| Files available
| DOI
| arXiv
2023 | Research Data Reference | IST-REx-ID: 14991 |
Hwong Y-L, Colin M, Aglas P, Muller CJ, Sherwood SC. 2023. Data-assessing memory in convection schemes using idealized tests, Zenodo, 10.5281/ZENODO.7757041.
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
2023 | Research Data Reference | IST-REx-ID: 14990 |
Meggendorfer T. 2023. Artefact for: Correct Approximation of Stationary Distributions, Zenodo, 10.5281/ZENODO.7548214.
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
2023 | Conference Paper | IST-REx-ID: 14260 |
Koval N, Fedorov A, Sokolova M, Tsitelov D, Alistarh D-A. 2023. Lincheck: A practical framework for testing concurrent data structures on JVM. 35th International Conference on Computer Aided Verification . CAV: Computer Aided Verification, LNCS, vol. 13964, 156–169.
[Published Version]
View
| Files available
| DOI
2023 | Research Data Reference | IST-REx-ID: 14995 |
Koval N, Fedorov A, Sokolova M, Tsitelov D, Alistarh D-A. 2023. Lincheck: A practical framework for testing concurrent data structures on JVM, Zenodo, 10.5281/ZENODO.7877757.
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
2023 | Research Data Reference | IST-REx-ID: 14994 |
Majumdar R, Mallik K, Rychlicki M, Schmuck A-K, Soudjani S. 2023. A flexible toolchain for symbolic rabin games under fair and stochastic uncertainties, Zenodo, 10.5281/ZENODO.7877790.
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
2023 | Conference Paper | IST-REx-ID: 15023 |
Zikelic D, Lechner M, Verma A, Chatterjee K, Henzinger TA. 2023. Compositional policy learning in stochastic control systems with formal guarantees. 37th Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2023 | Conference Paper | IST-REx-ID: 14993 |
Currin C, Asiedu MN, Fourie C, Rosman B, Turki H, Lambebo Tonja A, Abbott J, Ajala M, Adedayo SA, Emezue CC, Machangara D. 2023. A framework for grassroots research collaboration in machine learning and global health. 1st Workshop on Machine Learning & Global Health. ICLR: International Conference on Learning Representations.
[Published Version]
View
| Download Published Version (ext.)
2023 | Conference Paper | IST-REx-ID: 14076 |
Chalupa M, Henzinger TA. 2023. Monitoring hyperproperties with prefix transducers. 23nd International Conference on Runtime Verification. RV: Conference on Runtime Verification, LNCS, vol. 14245, 168–190.
[Published Version]
View
| Files available
| DOI
2023 | Conference Paper | IST-REx-ID: 14743 |
Tennage P, Basescu C, Kokoris Kogias E, Syta E, Jovanovic P, Estrada-Galinanes V, Ford B. 2023. QuePaxa: Escaping the tyranny of timeouts in consensus. Proceedings of the 29th Symposium on Operating Systems Principles. SOSP: Symposium on Operating Systems Principles, 281–297.
[Published Version]
View
| DOI
| Download Published Version (ext.)
2023 | Research Data Reference | IST-REx-ID: 15035 |
Chalupa M, Henzinger TA. 2023. Monitoring hyperproperties with prefix transducers, Zenodo, 10.5281/ZENODO.8191723.
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
2023 | Thesis | IST-REx-ID: 13984
Franschitz A. 2023. Individual and social immunity against viral infections in ants. Institute of Science and Technology Austria.
[Published Version]
View
| Files available
| DOI