Articles with public access mandates - Adam ŚcibiorLearn more
Available somewhere: 13
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), 1-29, 2017
Mandates: UK Engineering and Physical Sciences Research Council
Practical probabilistic programming with monads
A Ścibior, Z Ghahramani, AD Gordon
Proceedings of the 2015 ACM SIGPLAN Symposium on Haskell, 165-176, 2015
Mandates: UK Engineering and Physical Sciences Research Council
Imagining the road ahead: Multi-agent trajectory prediction via differentiable simulation
A Ścibior, V Lioutas, D Reda, P Bateni, F Wood
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
Mandates: US Department of Defense, Natural Sciences and Engineering Research Council …
Functional programming for modular Bayesian inference
A Ścibior, O Kammar, Z Ghahramani
Proceedings of the ACM on Programming Languages 2 (ICFP), 1-29, 2018
Mandates: UK Engineering and Physical Sciences Research Council
Robust asymmetric learning in pomdps
A Warrington, JW Lavington, A Scibior, M Schmidt, F Wood
International Conference on Machine Learning, 11013-11023, 2021
Mandates: US Department of Defense, Natural Sciences and Engineering Research Council …
Planning as inference in epidemiological dynamics models
F Wood, A Warrington, S Naderiparizi, C Weilbach, V Masrani, W Harvey, ...
Frontiers in Artificial Intelligence 4, 550603, 2022
Mandates: US Department of Defense, Natural Sciences and Engineering Research Council …
Deep probabilistic surrogate networks for universal simulator approximation
A Munk, A Scibior, AG Baydin, A Stewart, G Fernlund, A Poursartip, ...
arXiv preprint arXiv:1910.11950 25, 2019
Mandates: US Department of Defense, Natural Sciences and Engineering Research Council …
The semantic structure of quasi-Borel spaces
C Heunen, O Kammar, S Staton, S Moss, M Vákár, A Ścibior, H Yang
PPS Workshop on Probabilistic Programming Semantics, 2018
Mandates: UK Engineering and Physical Sciences Research Council, Royal Society UK
Probabilistic surrogate networks for simulators with unbounded randomness
A Munk, B Zwartsenberg, A Ścibior, AGG Baydin, A Stewart, G Fernlund, ...
Uncertainty in Artificial Intelligence, 1423-1433, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
Titrated: Learned human driving behavior without infractions via amortized inference
V Lioutas, A Scibior, F Wood
Transactions on Machine Learning Research, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
Amortized rejection sampling in universal probabilistic programming
S Naderiparizi, A Scibior, A Munk, M Ghadiri, AG Baydin, ...
International Conference on Artificial Intelligence and Statistics, 8392-8412, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada, UK Engineering …
Vehicle type specific waypoint generation
Y Liu, JW Lavington, A Scibior, F Wood
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
Video Killed the HD-Map: Predicting Multi-Agent Behavior Directly From Aerial Images
Y Liu, V Lioutas, JW Lavington, M Niedoba, J Sefas, S Dabiri, D Green, ...
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
Mandates: Natural Sciences and Engineering Research Council of Canada
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