1. Daphne Koller and Nir Friedman. Probabilistic Graphical Models: Principles and Techniques. MIT press, 2009. Keyword(s): probability. [bibtex-entry]

1. Osman Hasan. Formal Probabilistic Analysis Using Theorem Proving. PhD Thesis, Concordia University, Montréal, Canada, April 2008. Keyword(s): HOL, probability. [bibtex-entry]



2. Luca de Alfaro. Formal Verification of Probabilistic Systems. PhD Thesis, Standford University, Standford, USA, 1997. Keyword(s): probability, verification. [bibtex-entry]

1. Reynald Affeldt, Jacques Garrigue, David Nowak, and Takafumi Saikawa. A Trustful Monad for Axiomatic Reasoning with Probability and Nondeterminism. arXiv:2003.09993 [cs], March 2020. Keyword(s): probability. [Abstract] [bibtex-entry]



2. Reynald Affeldt, Jacques Garrigue, and Takafumi Saikawa. A Library for Formalization of Linear Error-Correcting Codes. Journal of Automated Reasoning, January 2020. ISSN: 1573-0670. Keyword(s): Coq, probability. [Abstract] [bibtex-entry]



3. Gianluca Curzi and Luca Roversi. Probabilistic Soft Type Assignment. arXiv:2007.01733 [cs], July 2020. Keyword(s): calculus, probability. [Abstract] [bibtex-entry]



4. B. Lacerda, F. Faruq, D. Parker, and N. Hawes. Probabilistic Planning with Formal Performance Guarantees for Mobile Service Robots. International Journal of Robotics Research, 38(19):1098-1123, 2019. Keyword(s): model checking, probability. [bibtex-entry]



5. Gul Agha and Karl Palmskog. A Survey of Statistical Model Checking. ACM Transactions on Modeling and Computer Simulation, 28(1):6:1-6:39, January 2018. ISSN: 1049-3301. Keyword(s): model checking. [Abstract] [bibtex-entry]



6. Jeremy Avigad, Johannes Hölzl, and Luke Serafin. A Formally Verified Proof of the Central Limit Theorem. Journal of Automated Reasoning, 59(4):389-423, December 2017. ISSN: 1573-0670. Keyword(s): HOL, Isabelle, probability. [Abstract] [bibtex-entry]



7. Liya Liu, Osman Hasan, and Sofiène Tahar. Formal Reasoning About Finite-State Discrete-Time Markov Chains in HOL. Journal of Computer Science and Technology, 28(2):217-231, March 2013. ISSN: 1860-4749. Keyword(s): probability, verification. [Abstract] [bibtex-entry]



8. Vibhav Gogate and Pedro Domingos. Probabilistic Theorem Proving. arXiv:1202.3724 [cs], February 2012. Keyword(s): probability. [Abstract] [bibtex-entry]



9. Ugo Dal Lago and Margherita Zorzi. Probabilistic Operational Semantics for the Lambda Calculus. RAIRO - Theoretical Informatics and Applications, 46(3):413-450, July 2012. ISSN: 0988-3754, 1290-385X. Keyword(s): calculus, probability. [Abstract] [bibtex-entry]



10. Diogo Araújo Carvalho Vilaça Moreira. Finite Probability Distributions in Coq. April 2012. Keyword(s): Coq, probability. [Abstract] [bibtex-entry]



11. Osman Hasan and Sofiène Tahar. Reasoning about Conditional Probabilities in a Higher-Order-Logic Theorem Prover. Journal of Applied Logic, 9(1):23-40, March 2011. ISSN: 1570-8683. Keyword(s): HOL, probability. [Abstract] [bibtex-entry]



12. Ugo Dal Lago and Margherita Zorzi. Probabilistic Operational Semantics for the Lambda Calculus. arXiv:1104.0195 [cs], June 2011. Keyword(s): calculus, probability. [Abstract] [bibtex-entry]



13. Vojtech Forejt, Marta Kwiatkowska, Gethin Norman, and David Parker. Automated Verification Techniques for Probabilistic Systems. In Marco Bernardo and Valérie Issarny, editors, Formal Methods for Eternal Networked Software Systems, volume 6659, pages 53-113. Springer Berlin Heidelberg, Berlin, Heidelberg, 2011. ISBN: 978-3-642-21454-7 978-3-642-21455-4. Keyword(s): probability, verification. [Abstract] [bibtex-entry]



14. Osman Hasan and Sofiène Tahar. Formal Verification of Tail Distribution Bounds in the HOL Theorem Prover. Mathematical Methods in the Applied Sciences, 32(4):480-504, March 2009. ISSN: 01704214, 10991476. Keyword(s): HOL, probability. [Abstract] [bibtex-entry]



15. Osman Hasan and Sofiène Tahar. Probabilistic Analysis of Wireless Systems Using Theorem Proving. Electronic Notes in Theoretical Computer Science, 242(2):43-58, July 2009. ISSN: 15710661. Keyword(s): HOL, probability. [Abstract] [bibtex-entry]



16. Osman Hasan and Sofiène Tahar. Using Theorem Proving to Verify Expectation and Variance for Discrete Random Variables. Journal of Automated Reasoning, 41(3-4):295-323, November 2008. ISSN: 0168-7433, 1573-0670. Keyword(s): HOL, probability. [Abstract] [bibtex-entry]



17. Osman Hasan and Sofiène Tahar. Formalization of Continuous Probability Distributions. In Frank Pfenning, editor, Automated Deduction - CADE-21, volume 4603, pages 3-18. Springer Berlin Heidelberg, Berlin, Heidelberg, 2007. ISBN: 978-3-540-73594-6 978-3-540-73595-3. ISSN: 0302-9743, 1611-3349. Keyword(s): HOL, probability. [Abstract] [bibtex-entry]



18. Gul Agha, José Meseguer, and Koushik Sen. PMaude: Rewrite-Based Specification Language for Probabilistic Object Systems. Electronic Notes in Theoretical Computer Science, 153(2):213-239, May 2006. ISSN: 1571-0661. Keyword(s): actors, asynchronous, probability. [Abstract] [bibtex-entry]



19. Andrew Hinton, Marta Kwiatkowska, Gethin Norman, and David Parker. PRISM: A Tool for Automatic Verification of Probabilistic Systems. In Holger Hermanns and Jens Palsberg, editors, Tools and Algorithms for the Construction and Analysis of Systems, volume 3920, pages 441-444. Springer Berlin Heidelberg, Berlin, Heidelberg, 2006. ISBN: 978-3-540-33056-1 978-3-540-33057-8. Keyword(s): model checking, probability. [Abstract] [bibtex-entry]



20. Koushik Sen, Mahesh Viswanathan, and Gul Agha. On Statistical Model Checking of Stochastic Systems. In David Hutchison, Takeo Kanade, Josef Kittler, Jon M. Kleinberg, Friedemann Mattern, John C. Mitchell, Moni Naor, Oscar Nierstrasz, C. Pandu Rangan, Bernhard Steffen, Madhu Sudan, Demetri Terzopoulos, Dough Tygar, Moshe Y. Vardi, Gerhard Weikum, Kousha Etessami, and Sriram K. Rajamani, editors, Computer Aided Verification, volume 3576, pages 266-280. Springer Berlin Heidelberg, Berlin, Heidelberg, 2005. ISBN: 978-3-540-27231-1 978-3-540-31686-2. Keyword(s): model checking, probability. [Abstract] [bibtex-entry]

1. C. Faggian and S. R. d Rocca. Lambda Calculus and Probabilistic Computation. In 2019 34th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS), pages 1-13, June 2019. Keyword(s): calculus, probability. [Abstract] [bibtex-entry]



2. M. Kwiatkowska, G. Norman, and D. Parker. Verification and Control of Turn-Based Probabilistic Real-Time Games. In M. Alvim, K. Chatzikokolakis, C. Olarte, and F. Valencia, editors, The Art of Modelling Computational Systems: A Journey from Logic and Concurrency to Security and Privacy (Essays Dedicated to Catuscia Palamidessi on the Occasion of Her 60th Birthday), volume 11760 of LNCS, pages 379-396, 2019. Springer. Keyword(s): model checking, probability. [bibtex-entry]



3. Wenbo Zhang, Huan Long, and Xian Xu. Uniform Random Process Model Revisited. In Anthony Widjaja Lin, editor, Programming Languages and Systems, Lecture Notes in Computer Science, Cham, pages 388-404, 2019. Springer International Publishing. ISBN: 978-3-030-34175-6. Keyword(s): pi calculus, calculus, probability. [Abstract] [bibtex-entry]



4. Alejandro Aguirre, Gilles Barthe, Lars Birkedal, Ales Bizjak, Marco Gaboardi, and Deepak Garg. Relational Reasoning for Markov Chains in a Probabilistic Guarded Lambda Calculus. In Amal Ahmed, editor, Programming Languages and Systems, Lecture Notes in Computer Science, Cham, pages 214-241, 2018. Springer International Publishing. ISBN: 978-3-319-89884-1. Keyword(s): calculus, probability. [Abstract] [bibtex-entry]



5. M. Kwiatkowska, G. Norman, and D. Parker. Symbolic Verification and Strategy Synthesis for Linearly-Priced Probabilistic Timed Automata. In Models, Algorithms, Logics and Tools: Essays Dedicated to Kim Guldstrand Larsen on the Occasion of His 60th Birthday, volume 10460 of LNCS, pages 289-309, 2017. Springer. Keyword(s): model checking, probability. [bibtex-entry]



6. Johannes Borgström, Ugo Dal Lago, Andrew D. Gordon, and Marcin Szymczak. A Lambda-Calculus Foundation for Universal Probabilistic Programming. In Proceedings of the 21st ACM SIGPLAN International Conference on Functional Programming - ICFP 2016, Nara, Japan, pages 33-46, 2016. ACM Press. ISBN: 978-1-4503-4219-3. Keyword(s): calculus, probability. [Abstract] [bibtex-entry]



7. Muhammad Qasim, Osman Hasan, Maissa Elleuch, and Sofiène Tahar. Formalization of Normal Random Variables in HOL. In Michael Kohlhase, Moa Johansson, Bruce Miller, Leonardo de Moura, and Frank Tompa, editors, Intelligent Computer Mathematics, Lecture Notes in Computer Science, Cham, pages 44-59, 2016. Springer International Publishing. ISBN: 978-3-319-42547-4. Keyword(s): HOL, probability. [Abstract] [bibtex-entry]



8. K. Sen, M. Viswanathan, and G. Agha. VESTA: A Statistical Model-Checker and Analyzer for Probabilistic Systems. In Second International Conference on the Quantitative Evaluation of Systems (QEST'05), Torino, Italy, pages 251-252, 2005. IEEE. ISBN: 978-0-7695-2427-6. Keyword(s): model checking, probability. [Abstract] [bibtex-entry]



9. Norman Ramsey and Avi Pfeffer. Stochastic Lambda Calculus and Monads of Probability Distributions. In Proceedings of the 29th ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, POPL '02, Portland, Oregon, pages 154-165, January 2002. Association for Computing Machinery. ISBN: 978-1-58113-450-6. Keyword(s): calculus, probability. [Abstract] [bibtex-entry]



10. Oltea Mihaela Herescu and Catuscia Palamidessi. Probabilistic Asynchronous $\pi$-Calculus. In Jerzy Tiuryn, editor, Foundations of Software Science and Computation Structures, Lecture Notes in Computer Science, Berlin, Heidelberg, pages 146-160, 2000. Springer. ISBN: 978-3-540-46432-7. Keyword(s): pi calculus, calculus, probability. [Abstract] [bibtex-entry]

1. Osman Hasan and Sofiene Tahar. Formalization of the Standard Uniform Random Variable in HOL. Technical report, December 2006. Keyword(s): HOL, probability. [Abstract] [bibtex-entry]



2. Joe Hurd. Formal Verification of Probabilistic Algorithms. Technical report UCAM-CL-TR-566, University of Cambridge, Computer Laboratory, May 2003. Keyword(s): probability, verification. [bibtex-entry]

1. Donnacha Oisìn Kidney. Probability Monads in Cubical Agda. https://doisinkidney.com/posts/2019-04-17-cubical-probability.html, April 2019. Keyword(s): probability. [bibtex-entry]



2. Reynald Affeldt, Jacques Garrigue, and Takafumi Saikawa. Reasoning with Conditional Probabilities and Joint Distributions in Coq. , March 2019. Keyword(s): Coq, probability. [Abstract] [bibtex-entry]

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All person copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Les documents contenus dans ces répertoires sont rendus disponibles par les auteurs qui y ont contribué en vue d'assurer la diffusion à temps de travaux savants et techniques sur une base non-commerciale. Les droits de copie et autres droits sont gardés par les auteurs et par les détenteurs du copyright, en dépit du fait qu'ils présentent ici leurs travaux sous forme électronique. Les personnes copiant ces informations doivent adhérer aux termes et contraintes couverts par le copyright de chaque auteur. Ces travaux ne peuvent pas être rendus disponibles ailleurs sans la permission explicite du détenteur du copyright.

This document was translated from BibT_EX by bibtex2html