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367 Publications
2024 | Published | Thesis | IST-REx-ID: 15094 | 
Persistence and Morse theory for discrete geometric structures
S. Cultrera di Montesano, Persistence and Morse Theory for Discrete Geometric Structures, Institute of Science and Technology Austria, 2024.
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S. Cultrera di Montesano, Persistence and Morse Theory for Discrete Geometric Structures, Institute of Science and Technology Austria, 2024.
2024 | Published | Journal Article | IST-REx-ID: 15407 |
Quantum-informed recursive optimization algorithms
J.R. Finžgar, A. Kerschbaumer, M.J.A. Schuetz, C.B. Mendl, H.G. Katzgraber, PRX Quantum 5 (2024).
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J.R. Finžgar, A. Kerschbaumer, M.J.A. Schuetz, C.B. Mendl, H.G. Katzgraber, PRX Quantum 5 (2024).
2024 | Published | Journal Article | IST-REx-ID: 14852 |
Linking UV spectral properties of MUSE Ly α emitters at z ≳ 3 to Lyman continuum escape
I. Kramarenko, J. Kerutt, A. Verhamme, P.A. Oesch, L. Barrufet, J.J. Matthee, H. Kusakabe, I. Goovaerts, T.T. Thai, Monthly Notices of the Royal Astronomical Society 527 (2024) 9853–9871.
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I. Kramarenko, J. Kerutt, A. Verhamme, P.A. Oesch, L. Barrufet, J.J. Matthee, H. Kusakabe, I. Goovaerts, T.T. Thai, Monthly Notices of the Royal Astronomical Society 527 (2024) 9853–9871.
2024 | Published | Conference Paper | IST-REx-ID: 18890 |
Average gradient outer product as a mechanism for deep neural collapse
D. Beaglehole, P. Súkeník, M. Mondelli, M. Belkin, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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D. Beaglehole, P. Súkeník, M. Mondelli, M. Belkin, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 18875 |
Banded square root matrix factorization for differentially private model training
N. Kalinin, C. Lampert, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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N. Kalinin, C. Lampert, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Research Data | IST-REx-ID: 14705 |
Data from "Chromosome-level assembly of Artemia franciscana sheds light on sex-chromosome differentiation"
M.N. Elkrewi, (2024).
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M.N. Elkrewi, (2024).
2024 | Published | Thesis | IST-REx-ID: 17133 |
Superconducting qubits capable of dynamic switching between protected and high-speed control regimes
F. Hassani, Superconducting Qubits Capable of Dynamic Switching between Protected and High-Speed Control Regimes, Institute of Science and Technology Austria, 2024.
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F. Hassani, Superconducting Qubits Capable of Dynamic Switching between Protected and High-Speed Control Regimes, Institute of Science and Technology Austria, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 18891 |
Neural collapse versus low-rank bias: Is deep neural collapse really optimal?
P. Súkeník, C. Lampert, M. Mondelli, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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P. Súkeník, C. Lampert, M. Mondelli, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Thesis | IST-REx-ID: 17850 |
Fitness landscapes of orthologous green fluorescent proteins
L. Gonzalez Somermeyer, Fitness Landscapes of Orthologous Green Fluorescent Proteins, Institute of Science and Technology Austria, 2024.
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L. Gonzalez Somermeyer, Fitness Landscapes of Orthologous Green Fluorescent Proteins, Institute of Science and Technology Austria, 2024.
2024 | Published | Thesis | IST-REx-ID: 15020 |
Genetic information and biological optimization
M. Hledik, Genetic Information and Biological Optimization, Institute of Science and Technology Austria, 2024.
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M. Hledik, Genetic Information and Biological Optimization, Institute of Science and Technology Austria, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 18917 |
Eight-partitioning points in 3D, and efficiently too
B. Aronov, A. Basit, I. Ramesh, G. Tasinato, U. Wagner, in:, 40th International Symposium on Computational Geometry, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 8:1-8:15.
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B. Aronov, A. Basit, I. Ramesh, G. Tasinato, U. Wagner, in:, 40th International Symposium on Computational Geometry, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 8:1-8:15.
2024 | Published | Journal Article | IST-REx-ID: 14796 |
The genetic basis of a recent transition to live-bearing in marine snails
S. Stankowski, Z.B. Zagrodzka, M.D. Garlovsky, A. Pal, D. Shipilina, D.F. Garcia Castillo, H. Lifchitz, A. Le Moan, E. Leder, J. Reeve, K. Johannesson, A.M. Westram, R.K. Butlin, Science 383 (2024) 114–119.
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S. Stankowski, Z.B. Zagrodzka, M.D. Garlovsky, A. Pal, D. Shipilina, D.F. Garcia Castillo, H. Lifchitz, A. Le Moan, E. Leder, J. Reeve, K. Johannesson, A.M. Westram, R.K. Butlin, Science 383 (2024) 114–119.
2024 | Published | Conference Paper | IST-REx-ID: 17426 |
1-Lipschitz layers compared: Memory, speed, and certifiable robustness
B. Prach, F. Brau, G. Buttazzo, C. Lampert, in:, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Computer Vision Foundation, 2024, pp. 24574–24583.
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B. Prach, F. Brau, G. Buttazzo, C. Lampert, in:, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Computer Vision Foundation, 2024, pp. 24574–24583.
2024 | Draft | Preprint | IST-REx-ID: 18874 |
Intriguing properties of robust classification
B. Prach, C. Lampert, ArXiv (n.d.).
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B. Prach, C. Lampert, ArXiv (n.d.).
2024 | Published | Journal Article | IST-REx-ID: 17219 |
Multi-material mesh-based surface tracking with implicit topology changes
P. Synak, A. Kalinov, I.-M. Strugaru, A. Etemadi, H. Yang, C. Wojtan, ACM Transactions on Graphics 43 (2024).
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P. Synak, A. Kalinov, I.-M. Strugaru, A. Etemadi, H. Yang, C. Wojtan, ACM Transactions on Graphics 43 (2024).
2024 | Published | Thesis | IST-REx-ID: 18301 |
Filling the holes of non-manifold self-intersecting meshes for implicit topology changes in surface tracking
A. Etemadi, Filling the Holes of Non-Manifold Self-Intersecting Meshes for Implicit Topology Changes in Surface Tracking, Institute of Science and Technology Austria, 2024.
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A. Etemadi, Filling the Holes of Non-Manifold Self-Intersecting Meshes for Implicit Topology Changes in Surface Tracking, Institute of Science and Technology Austria, 2024.
2024 | Published | Thesis | IST-REx-ID: 18088 |
On the efficiency and security of secure group messaging
G. Pascual Perez, On the Efficiency and Security of Secure Group Messaging, Institute of Science and Technology Austria, 2024.
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G. Pascual Perez, On the Efficiency and Security of Secure Group Messaging, Institute of Science and Technology Austria, 2024.
2024 | Published | Thesis | IST-REx-ID: 17164 |
Central limit theorems for random matrices: From resolvents to free probability
J. Reker, Central Limit Theorems for Random Matrices: From Resolvents to Free Probability, Institute of Science and Technology Austria, 2024.
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J. Reker, Central Limit Theorems for Random Matrices: From Resolvents to Free Probability, Institute of Science and Technology Austria, 2024.
2024 | Published | Book Chapter | IST-REx-ID: 17425
Morphological Analysis of Neurons and Glia Using Mosaic Analysis with Double Markers
O. Miranda, G.T. Cheung, S. Hippenmeyer, in:, K. Toyooka (Ed.), Neuronal Morphogenesis, 1st ed., Springer Nature, New York, NY, 2024, pp. 283–299.
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O. Miranda, G.T. Cheung, S. Hippenmeyer, in:, K. Toyooka (Ed.), Neuronal Morphogenesis, 1st ed., Springer Nature, New York, NY, 2024, pp. 283–299.
2024 | Published | Conference Paper | IST-REx-ID: 18847 |
Smoke and mirrors in causal downstream tasks
R. Cadei, L. Lindorfer, S. Cremer, C. Schmid, F. Locatello, in:, ICML 2024 Workshop AI4Science, Curran Associates, 2024.
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R. Cadei, L. Lindorfer, S. Cremer, C. Schmid, F. Locatello, in:, ICML 2024 Workshop AI4Science, Curran Associates, 2024.