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1 Ergebnisse
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Towards verified stochastic variational inference for proba..:
Lee, Wonyeol
;
Yu, Hangyeol
;
Rival, Xavier
.
Proceedings of the ACM on Programming Languages. 4 (2019) POPL - p. 1-33 , 2019
Link:
https://dl.acm.org/doi/10.1145/3371084
RT Journal T1
Towards verified stochastic variational inference for probabilistic programs
UL https://suche.suub.uni-bremen.de/peid=acm-3371084&Exemplar=1&LAN=DE A1 Lee, Wonyeol A1 Yu, Hangyeol A1 Rival, Xavier A1 Yang, Hongseok PB ACM YR 2019 SN 2475-1421 K1 Probabilistic programming K1 correctness K1 semantics K1 static analysis K1 Mathematics of computing K1 Probability and statistics K1 Probabilistic inference problems K1 Bayesian computation K1 Probabilistic reasoning algorithms K1 Variational methods K1 Theory of computation K1 Models of computation K1 Probabilistic computation K1 Semantics and reasoning K1 Program semantics K1 Denotational semantics K1 Software and its engineering K1 Software organization and properties K1 Software functional properties K1 Correctness K1 Formal methods K1 Automated static analysis K1 Computing methodologies K1 Machine learning JF Proceedings of the ACM on Programming Languages VO 4 IS POPL SP 1 OP 33 LK http://dx.doi.org/https://dl.acm.org/doi/10.1145/3371084 DO https://dl.acm.org/doi/10.1145/3371084 SF ELIB - SuUB Bremen
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