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474 Publications
2021 |
Published |
Journal Article |
IST-REx-ID: 10635 |
M. Nardin, J. W. Phillips, W. F. Podlaski, and S. W. Keemink, “Nonlinear computations in spiking neural networks through multiplicative synapses,” Peer Community Journal, vol. 1. Peer Community In, 2021.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10665 |
T. A. Henzinger, M. Lechner, and D. Zikelic, “Scalable verification of quantized neural networks,” in Proceedings of the AAAI Conference on Artificial Intelligence, Virtual, 2021, vol. 35, no. 5A, pp. 3787–3795.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10666 |
M. Lechner, R. Hasani, R. Grosu, D. Rus, and T. A. Henzinger, “Adversarial training is not ready for robot learning,” in 2021 IEEE International Conference on Robotics and Automation, Xi’an, China, 2021, pp. 4140–4147.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10667 |
M. Lechner, Ð. Žikelić, K. Chatterjee, and T. A. Henzinger, “Infinite time horizon safety of Bayesian neural networks,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10668 |
Z. Babaiee, R. Hasani, M. Lechner, D. Rus, and R. Grosu, “On-off center-surround receptive fields for accurate and robust image classification,” in Proceedings of the 38th International Conference on Machine Learning, Virtual, 2021, vol. 139, pp. 478–489.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10669 |
S. Grunbacher, R. Hasani, M. Lechner, J. Cyranka, S. A. Smolka, and R. Grosu, “On the verification of neural ODEs with stochastic guarantees,” in Proceedings of the AAAI Conference on Artificial Intelligence, Virtual, 2021, vol. 35, no. 13, pp. 11525–11535.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10670 |
C. J. Vorbach, R. Hasani, A. Amini, M. Lechner, and D. Rus, “Causal navigation by continuous-time neural networks,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10671 |
R. Hasani, M. Lechner, A. Amini, D. Rus, and R. Grosu, “Liquid time-constant networks,” in Proceedings of the AAAI Conference on Artificial Intelligence, Virtual, 2021, vol. 35, no. 9, pp. 7657–7666.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 10694 |
G. Avni, I. R. Jecker, and D. Zikelic, “Infinite-duration all-pay bidding games,” in Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, Virtual, 2021, pp. 617–636.
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| arXiv
2021 |
Published |
Thesis | PhD |
IST-REx-ID: 10007 |
S. Hensel, “Curvature driven interface evolution: Uniqueness properties of weak solution concepts,” Institute of Science and Technology Austria, 2021.
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2021 |
Published |
Thesis | PhD |
IST-REx-ID: 10030 |
L. Portinale, “Discrete-to-continuum limits of transport problems and gradient flows in the space of measures,” Institute of Science and Technology Austria, 2021.
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2021 |
Published |
Thesis | PhD |
IST-REx-ID: 10035 |
K. Klein, “On the adaptive security of graph-based games,” Institute of Science and Technology Austria, 2021.
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2021 |
Submitted |
Preprint |
IST-REx-ID: 10080 |
M. Nardin, K. Käfer, and J. L. Csicsvari, “The generalized spatial representation in the prefrontal cortex is inherited from the hippocampus,” bioRxiv. Cold Spring Harbor Laboratory.
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2021 |
Published |
Journal Article |
IST-REx-ID: 10191 |
T. L. Bui, K. Chatterjee, T. Gautam, A. Pavlogiannis, and V. Toman, “The reads-from equivalence for the TSO and PSO memory models,” Proceedings of the ACM on Programming Languages, vol. 5, no. OOPSLA. Association for Computing Machinery, 2021.
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| arXiv
2021 |
Published |
Thesis | PhD |
IST-REx-ID: 10199 |
V. Toman, “Improved verification techniques for concurrent systems,” Institute of Science and Technology Austria, 2021.
[Published Version]
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2021 |
Published |
Thesis | MS |
IST-REx-ID: 10422 |
A. Piankov, “Towards designer materials using customizable particle shape,” Institute of Science and Technology Austria, 2021.
[Published Version]
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2021 |
Published |
Thesis | PhD |
IST-REx-ID: 10429 |
G. Nadiradze, “On achieving scalability through relaxation,” Institute of Science and Technology Austria, 2021.
[Published Version]
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2021 |
Published |
Thesis | PhD |
IST-REx-ID: 9022 |
G. Cipolloni, “Fluctuations in the spectrum of random matrices,” Institute of Science and Technology Austria, 2021.
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2021 |
Published |
Thesis | PhD |
IST-REx-ID: 9056 |
G. F. Osang, “Multi-cover persistence and Delaunay mosaics,” Institute of Science and Technology Austria, Klosterneuburg, 2021.
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2021 |
Published |
Journal Article |
IST-REx-ID: 9121 |
A. B. Lauritsen, “The BCS energy gap at low density,” Letters in Mathematical Physics, vol. 111. Springer Nature, 2021.
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