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4193 Publications


2022 | Conference Paper | IST-REx-ID: 12664 | OA
Intriguing properties of input-dependent randomized smoothing
P. Súkeník, A. Kuvshinov, S. Günnemann, in:, Proceedings of the 39th International Conference on Machine Learning, ML Research Press, 2022, pp. 20697–20743.
[Published Version] View | Files available | arXiv
 

2022 | Journal Article | IST-REx-ID: 12495 | OA
FLEA: Provably robust fair multisource learning from unreliable training data
E.B. Iofinova, N.H. Konstantinov, C. Lampert, Transactions on Machine Learning Research (2022).
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2022 | Journal Article | IST-REx-ID: 11938 | OA
On compatible matchings
O. Aichholzer, A.M. Arroyo Guevara, Z. Masárová, I. Parada, D. Perz, A. Pilz, J. Tkadlec, B. Vogtenhuber, Journal of Graph Algorithms and Applications 26 (2022) 225–240.
[Published Version] View | Files available | DOI | arXiv
 

2022 | Journal Article | IST-REx-ID: 10706 | OA
Open problems on billiards and geometric optics
M. Bialy, C. Fiorebe, A. Glutsyuk, M. Levi, A. Plakhov, S. Tabachnikov, Arnold Mathematical Journal 8 (2022) 411–422.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Preprint | IST-REx-ID: 12677 | OA
Repeated prophet inequality with near-optimal bounds
K. Chatterjee, M. Mohammadi, R.J. Saona Urmeneta, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Paper | IST-REx-ID: 12780 | OA
CGX: Adaptive system support for communication-efficient deep learning
I. Markov, H. Ramezanikebrya, D.-A. Alistarh, in:, Proceedings of the 23rd ACM/IFIP International Middleware Conference, Association for Computing Machinery, 2022, pp. 241–254.
[Published Version] View | Files available | DOI | arXiv
 

2022 | Preprint | IST-REx-ID: 12860 | OA
Towards differential relational privacy and its use in question answering
S. Bombari, A. Achille, Z. Wang, Y.-X. Wang, Y. Xie, K.Y. Singh, S. Appalaraju, V. Mahadevan, S. Soatto, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Preprint | IST-REx-ID: 10788 | OA
Integral points of bounded height on a certain toric variety
F.A. Wilsch, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Paper | IST-REx-ID: 11839 | OA
Almost-orthogonal layers for efficient general-purpose Lipschitz networks
B. Prach, C. Lampert, in:, Computer Vision – ECCV 2022, Springer Nature, 2022, pp. 350–365.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Conference Abstract | IST-REx-ID: 12894 | OA
Where is the sweet spot? A procurement story of general purpose compute nodes
A. Schlögl, A. Hornoiu, S. Elefante, S. Stadlbauer, in:, ASHPC22 - Austrian-Slovenian HPC Meeting 2022, EuroCC Austria c/o Universität Wien, 2022, p. 7.
[Published Version] View | Files available | DOI
 

2022 | Journal Article | IST-REx-ID: 11336 | OA
Tissue-wide genetic and cellular landscape shapes the execution of sequential PRC2 functions in neural stem cell lineage progression
N. Amberg, F. Pauler, C. Streicher, S. Hippenmeyer, Science Advances 8 (2022).
[Published Version] View | Files available | DOI
 

2022 | Journal Article | IST-REx-ID: 11442 | OA
Closed-loop control of direct ink writing via reinforcement learning
M. Piovarci, M. Foshey, J. Xu, T. Erps, V. Babaei, P. Didyk, S. Rusinkiewicz, W. Matusik, B. Bickel, ACM Transactions on Graphics 41 (2022).
[Submitted Version] View | Files available | DOI | arXiv
 

2022 | Conference Paper | IST-REx-ID: 11844 | OA
Near-optimal leader election in population protocols on graphs
D.-A. Alistarh, J. Rybicki, S. Voitovych, in:, Proceedings of the Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2022, pp. 246–256.
[Published Version] View | Files available | DOI | arXiv
 

2022 | Thesis | IST-REx-ID: 11777 | OA
High-dimensional expansion and crossing numbers of simplicial complexes
P. Wild, High-Dimensional Expansion and Crossing Numbers of Simplicial Complexes, Institute of Science and Technology, 2022.
[Published Version] View | Files available | DOI
 

2022 | Thesis | IST-REx-ID: 11128 | OA
Genetic basis of flower colour as a model for adaptive evolution
L. Matejovicova, Genetic Basis of Flower Colour as a Model for Adaptive Evolution, Institute of Science and Technology Austria, 2022.
[Published Version] View | Files available | DOI
 

2022 | Conference Paper | IST-REx-ID: 13239 | OA
Predictive learning enables neural networks to learn complex working memory tasks
T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
[Published Version] View | Files available
 

2022 | Preprint | IST-REx-ID: 11366 | OA
Revisiting the adversarial robustness-accuracy tradeoff in robot learning
M. Lechner, A. Amini, D. Rus, T.A. Henzinger, ArXiv (n.d.).
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Journal Article | IST-REx-ID: 11432 | OA
Coupling 3D liquid simulation with 2D wave propagation for large scale water surface animation using the equivalent sources method
C. Schreck, C. Wojtan, Computer Graphics Forum 41 (2022) 343–353.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 

2022 | Journal Article | IST-REx-ID: 10335 | OA
Even maps, the Colin de Verdière number and representations of graphs
V. Kaluza, M. Tancer, Combinatorica 42 (2022) 1317–1345.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 

2022 | Journal Article | IST-REx-ID: 9199 | OA
Equidistribution and freeness on Grassmannians
T.D. Browning, T. Horesh, F.A. Wilsch, Algebra & Number Theory 16 (2022) 2385–2407.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 

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