Adam Ścibior
TitleCited byYear
Practical probabilistic programming with monads
A Ścibior, Z Ghahramani, AD Gordon
ACM SIGPLAN Notices 50 (12), 165-176, 2015
462015
Denotational validation of higher-order Bayesian inference
A Ścibior, O Kammar, M Vákár, S Staton, H Yang, Y Cai, K Ostermann, ...
Proceedings of the ACM on Programming Languages 2 (POPL), 60, 2017
292017
Fabular: Regression formulas as probabilistic programming
J Borgström, AD Gordon, L Ouyang, C Russo, A Ścibior, M Szymczak
ACM SIGPLAN Notices 51 (1), 271-283, 2016
52016
Functional programming for modular Bayesian inference
A Ścibior, O Kammar, Z Ghahramani
Proceedings of the ACM on Programming Languages 2 (ICFP), 83, 2018
42018
The Turing language for probabilistic programming
H Ge, K Xu, A Scibior, Z Ghahramani
Artificial Intelligence and Statistics, 2018
32018
Modular construction of Bayesian inference algorithms
A Scibior, Z Ghahramani
NIPS Workshop on Advances in Approximate Bayesian Inference, 2016
32016
Consistent kernel mean estimation for functions of random variables
CJ Simon-Gabriel, A Scibior, IO Tolstikhin, B Schölkopf
Advances in Neural Information Processing Systems, 1732-1740, 2016
32016
Building inference algorithms from monad transformers
A Scibior, Y Cai, K Ostermann, Z Ghahramani
2
The semantic structure of quasi-Borel spaces
C Heunen, O Kammar, S Staton, S Moss, M Vákár, A Ścibior, H Yang
12018
Effects in Bayesian inference
A Scibior, O Kammar
Workshop on Higher-Order Programming with Effects (HOPE), 2015
12015
Formally justified and modular Bayesian inference for probabilistic programs
AM Ścibior
University of Cambridge, 2019
2019
Minimal energy ensemble Monte Carlo algorithm for the partition function of fermions coupled to classical fields
PR Grzybowski, Ł Czekaj, M Nogala, A Ścibior, RW Chhajlany
Physical Review E 93 (6), 061301, 2016
2016
Minimal energy ensemble Monte Carlo for the partition function of fermions coupled to classical fields
PR Grzybowski, Ł Czekaj, M Nogala, A Ścibior, RW Chhajlany
arXiv preprint arXiv:1508.01439, 2015
2015
Reproducing kernel Hilbert space semantics for probabilistic programs
A Scibior, B Schölkopf
Parameterized probability monad
A Scibior, AD Gordon
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Articles 1–15