Formal Reasoning About Probabilistic Programs: Breaking New Ground for Automation

Weakest Preexpectation Semantics for Bayesian Inference

Autorzy: Szymczak, Marcin; Katoen, Joost-Pieter
Opublikowane w: Tutorial Lectures 5th International School on Engineering Trustworthy Software Systems, Numer 12154, 2019, Strona(/y) 44--121
Wydawca: Springer
DOI: 10.1007/978-3-030-55089-9_3

Unbounded-Time Safety Verification of Stochastic Differential Dynamics

Autorzy: Feng, Shenghua; Chen, Mingshuai; Xue, Bai; Sankaranarayanan, Sriram; Zhan, Naijun
Opublikowane w: Computer Aided Verification : 32nd International Conference, CAV 2020, Numer 12225, 2020, Strona(/y) 327--348
Wydawca: Springer
DOI: 10.18154/rwth-2020-07595

Counterexample-Driven Synthesis for Probabilistic Program Sketches

Autorzy: Milan Češka, Christian Hensel, Sebastian Junges, Joost-Pieter Katoen
Opublikowane w: Formal Methods – The Next 30 Years - Third World Congress, FM 2019, Porto, Portugal, October 7–11, 2019, Proceedings, Numer 11800, 2019, Strona(/y) 101-120, ISBN 978-3-030-30941-1
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-30942-8_8

Model Repair Revamped - — On the Automated Synthesis of Markov Chains —

Autorzy: Milan Češka, Christian Dehnert, Nils Jansen, Sebastian Junges, Joost-Pieter Katoen
Opublikowane w: From Reactive Systems to Cyber-Physical Systems - Essays Dedicated to Scott A. Smolka on the Occasion of His 65th Birthday, Numer 11500, 2019, Strona(/y) 107-125, ISBN 978-3-030-31513-9
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-31514-6_7

Learning One-Clock Timed Automata

Autorzy: Jie An, Mingshuai Chen, Bohua Zhan, Naijun Zhan, Miaomiao Zhang
Opublikowane w: Tools and Algorithms for the Construction and Analysis of Systems - 26th International Conference, TACAS 2020, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Dublin, Ireland, April 25–30, 2020, Proceedings, Part I, Numer 12078, 2020, Strona(/y) 444-462, ISBN 978-3-030-45189-9
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-45190-5_25

Encoding inductive invariants as barrier certificates: Synthesis via difference-of-convex programming

Autorzy: Qiuye Wang; Mingshuai Chen; Bai Xue; Naijun Zhan; Joost-Pieter Katoen
Opublikowane w: Information and Computation, Numer 289, 2022, Strona(/y) 104965, ISSN 0890-5401
Wydawca: Academic Press
DOI: 10.1016/j.ic.2022.104965

Weighted programming : a programming paradigm for specifying mathematical models

Autorzy: Kevin Batz; Adrian Gallus; Benjamin Lucien Kaminski; Joost-Pieter Katoen; Tobias Winkler
Opublikowane w: Proceedings of the ACM on Programming Languages, Numer 2 (OOPSLA), 2022, Strona(/y) 1-30, ISSN 2475-1421
Wydawca: ACM
DOI: 10.18154/rwth-2022-04445

A Calculus for Amortized Expected Runtimes

Autorzy: Joost-Pieter Katoen; Christoph Matheja; Benjamin Lucien Kaminski; Kevin Batz; Lena Verscht
Opublikowane w: ACM Proceedings on Programming Languages, Numer 7 (POPL), 2023, Strona(/y) 1957-1986, ISSN 2475-1421
Wydawca: ACM
DOI: 10.1145/3571260

Synthesizing optimal bias in randomized self-stabilization

Autorzy: Matthias Volk; Borzoo Bonakdarpour; Joost-Pieter Katoen; Saba Aflaki
Opublikowane w: Distributed Computing, Numer 35(1), 2022, Strona(/y) 37-57, ISSN 0178-2770
Wydawca: Springer Verlag
DOI: 10.1007/s00446-021-00408-4

Quantitative separation logic: a logic for reasoning about probabilistic pointer programs

Autorzy: Kevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja, Thomas Noll
Opublikowane w: Proceedings of the ACM on Programming Languages, Numer 3/POPL, 2019, Strona(/y) 1-29, ISSN 2475-1421
Wydawca: ACM
DOI: 10.1145/3290347

Indecision and delays are the parents of failure—taming them algorithmically by synthesizing delay-resilient control

Autorzy: Mingshuai Chen, Martin Fränzle, Yangjia Li, Peter N. Mosaad, Naijun Zhan
Opublikowane w: Acta Informatica, 2020, ISSN 0001-5903
Wydawca: Springer Verlag
DOI: 10.1007/s00236-020-00374-7

Aiming low is harder: induction for lower bounds in probabilistic program verification

Autorzy: Marcel Hark, Benjamin Lucien Kaminski, Jürgen Giesl, Joost-Pieter Katoen
Opublikowane w: Proceedings of the ACM on Programming Languages, Numer 4/POPL, 2020, Strona(/y) 1-28, ISSN 2475-1421
Wydawca: ACM
DOI: 10.1145/3371105

Counterexample-guided inductive synthesis for probabilistic systems

Autorzy: Milan Ceska; Christian Hensel; Sebastian Junges; Joost-Pieter Katoen
Opublikowane w: Formal Aspects of Computing, Numer 33, 2021, Strona(/y) 637-667, ISSN 0934-5043
Wydawca: Springer Verlag
DOI: 10.1007/s00165-021-00547-2

Residuality and Learning for Nondeterministic Nominal Automata

Autorzy: Joshua Moerman; Matteo Sammartino
Opublikowane w: Logical Methods in Computer Science, 2022, Strona(/y) 27, ISSN 1860-5974
Wydawca: Technischen Universitat Braunschweig
DOI: 10.18154/rwth-2022-01946

Relatively complete verification of probabilistic programs: an expressive language for expectation-based reasoning

Autorzy: Kevin Batz; Benjamin Lucien Kaminski; Joost-Pieter Katoen; Christoph Matheja
Opublikowane w: Proceedings of the ACM on Programming Languages, Numer 5 (POPL), 2021, Strona(/y) 1-30, ISSN 2475-1421
Wydawca: ACM
DOI: 10.1145/3434320

The complexity of reachability in parametric Markov decision processes

Autorzy: Sebastian Junges; Joost-Pieter Katoen; Guillermo A. Pérez; Tobias Winkler
Opublikowane w: Journal of Computer and System Sciences, Numer 119, 2021, Strona(/y) 183-210, ISSN 0022-0000
Wydawca: Academic Press
DOI: 10.1016/j.jcss.2021.02.006

PAYNT: A Tool for Inductive Synthesis of Probabilistic Programs

Autorzy: Roman Andriushchenko; Milan Ceska; Sebastian Junges; Joost-Pieter Katoen; Simon Stupinsky
Opublikowane w: Proceedings 33rd International Conference on Computer-Aided Verification (CAV), Numer 12759, 2021, Strona(/y) 856-869
Wydawca: Springer
DOI: 10.1007/978-3-030-81685-8_40

Automated Termination Analysis of Polynomial Probabilistic Programs

Autorzy: Moosbrugger, Marcel; Bartocci, Ezio; Katoen, Joost-Pieter; Kovács, Laura
Opublikowane w: Proceedings 30th European Symposium on Programming (ESOP), Numer 12648, 2021, Strona(/y) 491--518
Wydawca: Springer
DOI: 10.1007/978-3-030-72019-3_18

Latticed k-Induction with an Application to Probabilistic Programs

Autorzy: Kevin Batz; Mingshuai Chen; Benjamin Lucien Kaminski; Joost-Pieter Katoen; Christoph Matheja; Philipp Schröer
Opublikowane w: Proceedings 33rd International Conference on Computer Aided Verification (CAV), Numer 12760, 2021, Strona(/y) 524-549
Wydawca: Springer
DOI: 10.18154/rwth-2021-06838

Inductive Synthesis for Probabilistic Programs Reaches New Horizons

Autorzy: Roman Andriushchenko; Milan Češka; Sebastian Junges; Joost-Pieter Katoen
Opublikowane w: Proceedings 27th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS), Numer 12651, 2021, Strona(/y) 191-209
Wydawca: Springer
DOI: 10.1007/978-3-030-72016-2_11

Does a Program Yield the Right Distribution? - Verifying Probabilistic Programs via Generating Functions

Autorzy: Mingshuai Chen; Joost-Pieter Katoen; Lutz Klinkenberg; Tobias Winkler
Opublikowane w: Proceedings 34th International Conference on Computer-Aided Verification (CAV), Numer 13371, 2022, Strona(/y) 79-101
Wydawca: Springer
DOI: 10.1007/978-3-031-13185-1_5

The Probabilistic Termination Tool Amber

Autorzy: Moosbrugger, Marcel; Bartocci, Ezio ; Katoen, Joost-Pieter ; Kovács, Laura
Opublikowane w: Proceedings 24th International Symposium on Formal Methods (FM), Numer 13047, 2021, Strona(/y) 667-675
Wydawca: Springer
DOI: 10.1007/978-3-030-90870-6_36

Fine-Tuning the Odds in Bayesian Networks

Autorzy: Bahare Salmani; Joost-Pieter Katoen
Opublikowane w: Proceedings 16th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU), Numer 12897, 2021, Strona(/y) 268-283
Wydawca: Springer
DOI: 10.1007/978-3-030-86772-0_20

Foundations for Entailment Checking in Quantitative Separation Logic

Autorzy: Kevin Batz; Ira Fesefeldt; Marvin Jansen; Joost-Pieter Katoen; Florian Kessler; Christoph Matheja; Thomas Noll
Opublikowane w: Proceedings 31st European Symposium on Programming (ESOP), Numer 13240, 2022, Strona(/y) 57-84
Wydawca: Springer
DOI: 10.1007/978-3-030-99336-8_3

PrIC3: Property Directed Reachability for MDPs

Autorzy: Batz, Kevin; Junges, Sebastian; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Matheja, Christoph; Schröer, Philipp
Opublikowane w: Computer Aided Verification : 32nd International Conference, CAV 2020, Numer 12225, 2020, Strona(/y) 512-538
Wydawca: Springer
DOI: 10.48550/arxiv.2004.14835

Bayesian Inference by Symbolic Model Checking

Autorzy: Bahare Salmani; Joost-Pieter Katoen
Opublikowane w: Proceedings 17 International Conference Quantitative Evaluation of Systems (QEST), Numer 12289, 2020, Strona(/y) 115-133
Wydawca: Springer
DOI: 10.1007/978-3-030-59854-9_9

Inductive synthesis of finite-state controllers for POMDPs

Autorzy: Roman Andriushchenko; Milan Ceska; Sebastian Junges; Joost-Pieter Katoen
Opublikowane w: Uncertainty in Artificial Intelligence, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022, Numer 180, 2022, Strona(/y) 85--95
Wydawca: PMLR

Synthesizing Invariant Barrier Certificates via Difference-of-Convex Programming

Autorzy: Qiuye Wang; Mingshuai Chen; Bai Xue; Naijun Zhan; Joost-Pieter Katoen
Opublikowane w: Proceedings 33rd International Conference on Computer-Aided Verification (CAV), Numer 12759, 2021, Strona(/y) 443-466
Wydawca: Springer
DOI: 10.1007/978-3-030-81685-8_21

Separation and Renaming in Nominal Sets

Autorzy: Moerman, Joshua; Rot, Jurriaan
Opublikowane w: 28th EACSL Annual Conference on Computer Science Logic (CSL 2020)<br/>Computer Science Logic, CSL 2020, Barcelona, Spain, 2020-01-13 - 2020-01-16, Numer 3, 2020, ISBN 978-3-95977-132-0
Wydawca: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
DOI: 10.4230/LIPIcs.CSL.2020.31

Generating Functions for Probabilistic Programs

Autorzy: Klinkenberg, Lutz; Batz, Kevin; Kaminski, Benjamin Lucien; Katoen, Joost-Pieter; Moerman, Joshua; Winkler, Tobias; Maribel Fernández
Opublikowane w: Logic-Based Program Synthesis and Transformation, Numer 13, 2020, Strona(/y) 231-248
Wydawca: Springer
DOI: 10.1007/978-3-030-68446-4_12

Probabilistic Program Verification via Inductive Synthesis of Inductive Invariants

Autorzy: Kevin Batz; Mingshuai Chen; Sebastian Junges; Benjamin Lucien Kaminski; Joost-Pieter Katoen; Christoph Matheja
Opublikowane w: 29th International Conference Tools and Algorithms for the Construction and Analysis of Systems (TACAS), Numer 13994, 2023, Strona(/y) 410-429
Wydawca: Springer
DOI: 10.1007/978-3-031-30820-8_25

Advanced weakest precondition calculi for probabilistic programs

Autorzy: Kaminski, Benjamin Lucien
Opublikowane w: Aachen 1 Online-Ressource (xiv, 363 Seiten) : Illustrationen, Diagramme (2019). doi:10.18154/RWTH-2019-01829 = Dissertation, RWTH Aachen University, 2019, Numer 1, 2019
Wydawca: RWTH Aachen University, Germany
DOI: 10.18154/RWTH-2019-01829

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