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ORCIDFoundations of Probabilistic Programming, 2020
- Gilles Barthe, Joost-Pieter Katoen, Alexandra Silva:
Foundations of Probabilistic Programming. Cambridge University Press 2020, ISBN 9781108770750 - Fredrik Dahlqvist, Alexandra Silva, Dexter Kozen
:
Semantics of Probabilistic Programming: A Gentle Introduction. 1-42 - Sam Staton:
Probabilistic Programs as Measures. 43-74 - Daniel Huang, Greg Morrisett, Bas Spitters:
Application ofComputable Distributions to the Semantics of Probabilistic Programs. 75-120 - Ugo Dal Lago:
On Probabilistic λ-Calculi. 121-144 - Gilles Barthe, Justin Hsu:
Probabilistic Couplings from Program Logics. 145-184 - Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja:
Expected Runtime Analyis by Program Verification. 185-220 - Krishnendu Chatterjee, Hongfei Fu, Petr Novotný:
Termination Analysis of Probabilistic Programs with Martingales. 221-258 - Sriram Sankaranarayanan:
Quantitative Analysis of Programs with Probabilities and Concentration of Measure Inequalities. 259-294 - Bart Jacobs, Fabio Zanasi:
The Logical Essentials of Bayesian Reasoning. 295-332 - Giorgio Bacci, Radu Mardare, Prakash Panangaden, Gordon D. Plotkin:
Quantitative Equational Reasoning. 333-360 - José Manuel Calderón Trilla, Michael Hicks, Stephen Magill, Piotr Mardziel, Ian Sweet:
Probabilistic Abstract Interpretation: Sound Inference and Application to Privacy. 361-390 - Jeremy Gibbons, Annabelle McIver, Carroll Morgan, Tom Schrijvers:
Quantitative Information Flow with Monads in Haskell. 391-448 - Leonidas Lampropoulos, Benjamin C. Pierce, Li-yao Xia, Diane Gallois-Wong, Catalin Hritcu, John Hughes:
Luck: A Probabilistic Language for Testing. 449-488 - Andrew D. Gordon, Claudio V. Russo, Marcin Szymczak, Johannes Borgström, Nicolas Rolland, Thore Graepel, Daniel Tarlow:
Tabular: Probabilistic Inference from the Spreadsheet. 489-532 - Michael Carbin, Sasa Misailovic:
Programming Unreliable Hardware. 533-568
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