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6105 Publications
2022 | Published | Conference Paper | IST-REx-ID: 17087 | 
Optimal brain compression: A framework for accurate post-training quantization and pruning
E. Frantar, S.P. Singh, D.-A. Alistarh, in:, 36th Conference on Neural Information Processing Systems, ML Research Press, 2022.
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E. Frantar, S.P. Singh, D.-A. Alistarh, in:, 36th Conference on Neural Information Processing Systems, ML Research Press, 2022.
2022 | Published | Conference Paper | IST-REx-ID: 17059 |
SPDY: Accurate pruning with speedup guarantees
E. Frantar, D.-A. Alistarh, in:, 39th International Conference on Machine Learning, ML Research Press, 2022, pp. 6726–6743.
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E. Frantar, D.-A. Alistarh, in:, 39th International Conference on Machine Learning, ML Research Press, 2022, pp. 6726–6743.
2022 | Published | Conference Paper | IST-REx-ID: 11184 |
Fast graphical population protocols
D.-A. Alistarh, R. Gelashvili, J. Rybicki, in:, Q. Bramas, V. Gramoli, A. Milani (Eds.), 25th International Conference on Principles of Distributed Systems, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
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D.-A. Alistarh, R. Gelashvili, J. Rybicki, in:, Q. Bramas, V. Gramoli, A. Milani (Eds.), 25th International Conference on Principles of Distributed Systems, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
2022 | Published | Journal Article | IST-REx-ID: 11593 |
The Z2-Genus of Kuratowski minors
R. Fulek, J. Kynčl, Discrete and Computational Geometry 68 (2022) 425–447.
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R. Fulek, J. Kynčl, Discrete and Computational Geometry 68 (2022) 425–447.
2022 | Published | Journal Article | IST-REx-ID: 10284 |
Early queen infection shapes developmental dynamics and induces long-term disease protection in incipient ant colonies
B.E. Casillas Perez, C. Pull, F. Naiser, E. Naderlinger, J. Matas, S. Cremer, Ecology Letters 25 (2022) 89–100.
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B.E. Casillas Perez, C. Pull, F. Naiser, E. Naderlinger, J. Matas, S. Cremer, Ecology Letters 25 (2022) 89–100.
2022 | Published | Journal Article | IST-REx-ID: 10731 |
Infection dynamics of COVID-19 virus under lockdown and reopening
J. Svoboda, J. Tkadlec, A. Pavlogiannis, K. Chatterjee, M.A. Nowak, Scientific Reports 12 (2022).
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J. Svoboda, J. Tkadlec, A. Pavlogiannis, K. Chatterjee, M.A. Nowak, Scientific Reports 12 (2022).
2022 | Published | Conference Paper | IST-REx-ID: 11459 |
Differential cost analysis with simultaneous potentials and anti-potentials
D. Zikelic, B.-Y.E. Chang, P. Bolignano, F. Raimondi, in:, Proceedings of the 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, Association for Computing Machinery, 2022, pp. 442–457.
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D. Zikelic, B.-Y.E. Chang, P. Bolignano, F. Raimondi, in:, Proceedings of the 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, Association for Computing Machinery, 2022, pp. 442–457.
2022 | Published | Journal Article | IST-REx-ID: 12280 |
Direct reciprocity between individuals that use different strategy spaces
L. Schmid, C. Hilbe, K. Chatterjee, M. Nowak, PLOS Computational Biology 18 (2022).
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L. Schmid, C. Hilbe, K. Chatterjee, M. Nowak, PLOS Computational Biology 18 (2022).
2022 | Submitted | Preprint | IST-REx-ID: 12677 |
Repeated prophet inequality with near-optimal bounds
K. Chatterjee, M. Mohammadi, R.J. Saona Urmeneta, ArXiv (n.d.).
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K. Chatterjee, M. Mohammadi, R.J. Saona Urmeneta, ArXiv (n.d.).
2022 | Published | Conference Paper | IST-REx-ID: 10891
Quantitative monitoring of software
T.A. Henzinger, in:, Software Verification, Springer Nature, 2022, pp. 3–6.
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T.A. Henzinger, in:, Software Verification, Springer Nature, 2022, pp. 3–6.
2022 | Published | Journal Article | IST-REx-ID: 12147 |
Closed-form continuous-time neural networks
R. Hasani, M. Lechner, A. Amini, L. Liebenwein, A. Ray, M. Tschaikowski, G. Teschl, D. Rus, Nature Machine Intelligence 4 (2022) 992–1003.
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R. Hasani, M. Lechner, A. Amini, L. Liebenwein, A. Ray, M. Tschaikowski, G. Teschl, D. Rus, Nature Machine Intelligence 4 (2022) 992–1003.
2022 | Published | Journal Article | IST-REx-ID: 12510 |
GoTube: Scalable statistical verification of continuous-depth models
S.A. Gruenbacher, M. Lechner, R. Hasani, D. Rus, T.A. Henzinger, S.A. Smolka, R. Grosu, Proceedings of the AAAI Conference on Artificial Intelligence 36 (2022) 6755–6764.
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S.A. Gruenbacher, M. Lechner, R. Hasani, D. Rus, T.A. Henzinger, S.A. Smolka, R. Grosu, Proceedings of the AAAI Conference on Artificial Intelligence 36 (2022) 6755–6764.
2022 | Draft | Preprint | IST-REx-ID: 11366 |
Revisiting the adversarial robustness-accuracy tradeoff in robot learning
M. Lechner, A. Amini, D. Rus, T.A. Henzinger, ArXiv (n.d.).
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M. Lechner, A. Amini, D. Rus, T.A. Henzinger, ArXiv (n.d.).
2022 | Published | Journal Article | IST-REx-ID: 12214 |
The isometry group of Wasserstein spaces: The Hilbertian case
G.P. Gehér, T. Titkos, D. Virosztek, Journal of the London Mathematical Society 106 (2022) 3865–3894.
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G.P. Gehér, T. Titkos, D. Virosztek, Journal of the London Mathematical Society 106 (2022) 3865–3894.
2022 | Published | Journal Article | IST-REx-ID: 11353 |
Dissipative quantum feedback in measurements using a parametrically coupled microcavity
L. Qiu, G. Huang, I. Shomroni, J. Pan, P. Seidler, T.J. Kippenberg, PRX Quantum 3 (2022).
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L. Qiu, G. Huang, I. Shomroni, J. Pan, P. Seidler, T.J. Kippenberg, PRX Quantum 3 (2022).
2022 | Published | Thesis | IST-REx-ID: 12368 |
Remodeling of E-cadherin-mediated contacts via cortical flows
F.N. Arslan, Remodeling of E-Cadherin-Mediated Contacts via Cortical Flows, Institute of Science and Technology Austria, 2022.
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F.N. Arslan, Remodeling of E-Cadherin-Mediated Contacts via Cortical Flows, Institute of Science and Technology Austria, 2022.
2022 | Published | Journal Article | IST-REx-ID: 12209 |
Morphogen gradient orchestrates pattern-preserving tissue morphogenesis via motility-driven unjamming
D.C. Nunes Pinheiro, R. Kardos, E.B. Hannezo, C.-P.J. Heisenberg, Nature Physics 18 (2022) 1482–1493.
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D.C. Nunes Pinheiro, R. Kardos, E.B. Hannezo, C.-P.J. Heisenberg, Nature Physics 18 (2022) 1482–1493.
2022 | Published | Thesis | IST-REx-ID: 12072 |
Existence and density problems in Diophantine geometry: From norm forms to Campana points
A.L. Shute, Existence and Density Problems in Diophantine Geometry: From Norm Forms to Campana Points, Institute of Science and Technology Austria, 2022.
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A.L. Shute, Existence and Density Problems in Diophantine Geometry: From Norm Forms to Campana Points, Institute of Science and Technology Austria, 2022.
2022 | Published | Journal Article | IST-REx-ID: 12226 |
Strand asymmetry influences mismatch resolution during single-strand annealing
V. Pokusaeva, A.R. Diez, L. Espinar, A.T. Pérez, G.J. Filion, Genome Biology 23 (2022).
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V. Pokusaeva, A.R. Diez, L. Espinar, A.T. Pérez, G.J. Filion, Genome Biology 23 (2022).
2022 | Published | Journal Article | IST-REx-ID: 11552 |
Femtosecond rotational dynamics of D2 molecules in superfluid helium nanodroplets
J. Qiang, L. Zhou, P. Lu, K. Lin, Y. Ma, S. Pan, C. Lu, W. Jiang, F. Sun, W. Zhang, H. Li, X. Gong, I.S. Averbukh, Y. Prior, C.A. Schouder, H. Stapelfeldt, I. Cherepanov, M. Lemeshko, W. Jäger, J. Wu, Physical Review Letters 128 (2022).
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J. Qiang, L. Zhou, P. Lu, K. Lin, Y. Ma, S. Pan, C. Lu, W. Jiang, F. Sun, W. Zhang, H. Li, X. Gong, I.S. Averbukh, Y. Prior, C.A. Schouder, H. Stapelfeldt, I. Cherepanov, M. Lemeshko, W. Jäger, J. Wu, Physical Review Letters 128 (2022).