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6666 Publications
2022 |
Published |
Conference Paper |
IST-REx-ID: 14168 |
N. Rahaman et al., “Neural attentive circuits,” in 36th Conference on Neural Information Processing Systems, New Orleans, United States, 2022, vol. 35.
[Preprint]
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| arXiv
2022 |
Submitted |
Conference Paper |
IST-REx-ID: 14170 |
A. Dittadi, S. Papa, M. D. Vita, B. Schölkopf, O. Winther, and F. Locatello, “Generalization and robustness implications in object-centric learning,” in Proceedings of the 39th International Conference on Machine Learning, Baltimore, MD, United States, vol. 2022, pp. 5221–5285.
[Preprint]
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| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 14171 |
P. Rolland et al., “Score matching enables causal discovery of nonlinear additive noise models,” in Proceedings of the 39th International Conference on Machine Learning, Baltimore, MD, United States, 2022, vol. 162, pp. 18741–18753.
[Preprint]
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| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 14172 |
L. Schott et al., “Visual representation learning does not generalize strongly within the same domain,” in 10th International Conference on Learning Representations, Virtual, 2022.
[Preprint]
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| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 14173 |
F. Wenzel et al., “Assaying out-of-distribution generalization in transfer learning,” in 36th Conference on Neural Information Processing Systems, New Orleans, LA, United States, 2022, vol. 35, pp. 7181–7198.
[Preprint]
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| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 14174 |
A. Dittadi et al., “The role of pretrained representations for the OOD generalization of reinforcement learning agents,” in 10th International Conference on Learning Representations, Virtual, 2022.
[Preprint]
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| arXiv
2022 |
Published |
Conference Paper |
IST-REx-ID: 14175 |
O. Makansi et al., “You mostly walk alone: Analyzing feature attribution in trajectory prediction,” in 10th International Conference on Learning Representations, Virtual, 2022.
[Preprint]
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| arXiv
2022 |
Submitted |
Conference Paper |
IST-REx-ID: 14215 |
N. Rahaman et al., “A general purpose neural architecture for geospatial systems,” in 36th Conference on Neural Information Processing Systems, New Orleans, LA, United States.
[Preprint]
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| arXiv
2022 |
Submitted |
Preprint |
IST-REx-ID: 14220 |
D. Mambelli, F. Träuble, S. Bauer, B. Schölkopf, and F. Locatello, “Compositional multi-object reinforcement learning with linear relation networks,” arXiv. .
[Preprint]
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| arXiv
2022 |
Published |
Journal Article |
IST-REx-ID: 14437
H. Utzat and M. Ibáñez, “Molecular engineering enables bright blue LEDs,” Nature, vol. 612, no. 7941. Springer Nature, pp. 638–639, 2022.
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| WoS
| PubMed | Europe PMC
2022 |
Research Data Reference |
IST-REx-ID: 14520 |
M. Zemlicka et al., “Compact vacuum gap transmon qubits: Selective and sensitive probes for superconductor surface losses.” Zenodo, 2022.
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earlier version | 2022 |
Draft |
Preprint |
IST-REx-ID: 14600 |
D. Zikelic, M. Lechner, T. A. Henzinger, and K. Chatterjee, “Learning control policies for stochastic systems with reach-avoid guarantees,” arXiv. .
[Preprint]
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| arXiv
2022 |
Draft |
Preprint |
IST-REx-ID: 14601 |
D. Zikelic, M. Lechner, K. Chatterjee, and T. A. Henzinger, “Learning stabilizing policies in stochastic control systems,” arXiv. .
[Preprint]
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| arXiv
earlier version | 2022 |
Draft |
Preprint |
IST-REx-ID: 15090 |
R. Biswas, S. Cultrera di Montesano, O. Draganov, H. Edelsbrunner, and M. Saghafian, “On the size of chromatic Delaunay mosaics,” arXiv. .
[Preprint]
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| arXiv
2022 |
Published |
Journal Article |
IST-REx-ID: 15268 |
R. A. Gisonno, T. Masson, N. A. Ramella, E. E. Barrera, V. Romanowski, and M. A. Tricerri, “Evolutionary and structural constraints influencing apolipoprotein A‐I amyloid behavior,” Proteins: Structure, Function, and Bioinformatics, vol. 90, no. 1. Wiley, pp. 258–269, 2022.
[Preprint]
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| PubMed | Europe PMC
2022 |
Published |
Other Publication |
IST-REx-ID: 17057 |
M. Loose, Cell scientist to watch – Martin Loose, vol. 135, no. 2. The Company of Biologists, 2022.
[Published Version]
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| WoS
2022 |
Published |
Conference Paper |
IST-REx-ID: 17059 |
E. Frantar and D.-A. Alistarh, “SPDY: Accurate pruning with speedup guarantees,” in 39th International Conference on Machine Learning, Baltimore, MD, United States, 2022, vol. 162, pp. 6726–6743.
[Published Version]
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| WoS
2022 |
Published |
Conference Paper |
IST-REx-ID: 17060 |
S. Tiwari, M. X. Yeo, Z. Avarikioti, I. Salem, K. Z. Pietrzak, and S. Schmid, “Wiser: Increasing throughput in payment channel networks with transaction aggregation,” in Proceedings of the 4th ACM Conference on Advances in Financial Technologies, Cambridge, MA, United States, 2022, pp. 217–231.
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| arXiv
2022 |
Published |
Journal Article |
IST-REx-ID: 17061 |
A. McAvoy, J. Kates-Harbeck, K. Chatterjee, and C. Hilbe, “Evolutionary instability of selfish learning in repeated games,” PNAS Nexus, vol. 1, no. 4. Oxford University Press, 2022.
[Published Version]
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| arXiv