Outside the box: Abstraction-based monitoring of neural networks
T.A. Henzinger, A. Lukina, C. Schilling, in:, 24th European Conference on Artificial Intelligence, IOS Press, 2020, pp. 2433–2440.
LibreCat: https://research-explorer.ista.ac.at/record/7505
DOI: 10.3233/FAIA200375
WoS: 000650971303002
arXiv: 1911.09032

An SMT theory of fixed-point arithmetic
M. Baranowski, S. He, M. Lechner, T.S. Nguyen, Z. Rakamari, in:, Automated Reasoning, Springer Nature, 2020, pp. 13–31.
LibreCat: https://research-explorer.ista.ac.at/record/8194
DOI: 10.1007/978-3-030-51074-9_2
WoS: 000884318000002

Neural circuit policies enabling auditable autonomy
M. Lechner, R. Hasani, A. Amini, T.A. Henzinger, D. Rus, R. Grosu, Nature Machine Intelligence 2 (2020) 642–652.
LibreCat: https://research-explorer.ista.ac.at/record/8679
DOI: 10.1038/s42256-020-00237-3
WoS: 000583337200011

Gershgorin loss stabilizes the recurrent neural network compartment of an end-to-end robot learning scheme
M. Lechner, R. Hasani, D. Rus, R. Grosu, in:, Proceedings - IEEE International Conference on Robotics and Automation, IEEE, 2020, pp. 5446–5452.
LibreCat: https://research-explorer.ista.ac.at/record/8704
DOI: 10.1109/ICRA40945.2020.9196608
WoS: 000712319503110

Efficient reachability analysis of parametric linear hybrid systems with  time-triggered transitions
M. Forets, D. Freire, C. Schilling, in:, 18th ACM-IEEE International Conference on Formal Methods and Models for System Design, IEEE, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8750
DOI: 10.1109/MEMOCODE51338.2020.9314994
WoS: 000661920400013
arXiv: 2006.12325

Reachability analysis of linear hybrid systems via block decomposition
S. Bogomolov, M. Forets, G. Frehse, K. Potomkin, C. Schilling, in:, Proceedings of the International Conference on Embedded Software, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8287
arXiv: 1905.02458

Reachability analysis of linear hybrid systems via block decomposition
S. Bogomolov, M. Forets, G. Frehse, K. Potomkin, C. Schilling, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 39 (2020) 4018–4029.
LibreCat: https://research-explorer.ista.ac.at/record/8790
DOI: 10.1109/TCAD.2020.3012859
WoS: 000587712700072
arXiv: 1905.02458

All-pay bidding games on graphs
G. Avni, R. Ibsen-Jensen, J. Tkadlec, Proceedings of the AAAI Conference on Artificial Intelligence 34 (2020) 1798–1805.
LibreCat: https://research-explorer.ista.ac.at/record/9197
DOI: 10.1609/aaai.v34i02.5546
arXiv: 1911.08360

Monitorability under assumptions
T.A. Henzinger, N.E. Sarac, in:, Runtime Verification, Springer Nature, 2020, pp. 3–18.
LibreCat: https://research-explorer.ista.ac.at/record/8623
DOI: 10.1007/978-3-030-60508-7_1
WoS: 000728160600001

Refinement for structured concurrent programs
B. Kragl, S. Qadeer, T.A. Henzinger, in:, Computer Aided Verification, Springer Nature, 2020, pp. 275–298.
LibreCat: https://research-explorer.ista.ac.at/record/8195
DOI: 10.1007/978-3-030-53288-8_14
WoS: 000695276000014