| Venture: a higher-order probabilistic programming platform with programmable inference V Mansinghka, D Selsam, Y Perov arXiv preprint arXiv:1404.0099, 2014 | 270 | 2014 |
| Approximate bayesian image interpretation using generative probabilistic graphics programs VK Mansinghka, TD Kulkarni, YN Perov, J Tenenbaum Advances in neural information processing systems 26, 2013 | 142 | 2013 |
| A comparative study of artificial intelligence and human doctors for the purpose of triage and diagnosis S Razzaki, A Baker, Y Perov, K Middleton, J Baxter, D Mullarkey, ... arXiv preprint arXiv:1806.10698, 2018 | 130 | 2018 |
| A comparison of artificial intelligence and human doctors for the purpose of triage and diagnosis A Baker, Y Perov, K Middleton, J Baxter, D Mullarkey, D Sangar, M Butt, ... Frontiers in artificial intelligence 3, 543405, 2020 | 102 | 2020 |
| Multiverse: causal reasoning using importance sampling in probabilistic programming Y Perov, L Graham, K Gourgoulias, J Richens, C Lee, A Baker, S Johri Symposium on advances in approximate bayesian inference, 1-36, 2020 | 28 | 2020 |
| A universal marginalizer for amortized inference in generative models L Douglas, I Zarov, K Gourgoulias, C Lucas, C Hart, A Baker, M Sahani, ... arXiv preprint arXiv:1711.00695, 2017 | 28 | 2017 |
| Gait optimization for roombots modular robots—Matching simulation and reality R Moeckel, YN Perov, AT Nguyen, M Vespignani, S Bonardi, S Pouya, ... 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2013 | 25 | 2013 |
| Automatic sampler discovery via probabilistic programming and approximate bayesian computation Y Perov, F Wood Artificial General Intelligence: 9th International Conference, AGI 2016, New …, 2016 | 10 | 2016 |
| A comparative study of artificial intelligence and human doctors for the purpose of triage and diagnosis. arXiv 2018 S Razzaki, A Baker, Y Perov, K Middleton, J Baxter, D Mullarkey, ... arXiv preprint arXiv:1806.10698, 1806 | 10 | 1806 |
| Applying artificial intelligence methods for the estimation of disease incidence: the utility of language models Y Zhang, R Walecki, JR Winter, FJS Bragman, S Lourenco, C Hart, ... Frontiers in Digital Health 2, 569261, 2020 | 8 | 2020 |
| Learning probabilistic programs YN Perov, FD Wood arXiv preprint arXiv:1407.2646, 2014 | 8 | 2014 |
| A comparison of artificial intelligence and human doctors for the purpose of triage and diagnosis. Front Artif Intell A Baker, Y Perov, K Middleton, J Baxter, D Mullarkey, D Sangar, M Butt, ... | 7 | 2020 |
| Learning medical triage from clinicians using deep q-learning A Buchard, B Bouvier, G Prando, R Beard, M Livieratos, D Busbridge, ... arXiv preprint arXiv:2003.12828, 2020 | 6 | 2020 |
| Computing engine, software, system and method F Wood, M Wu, Y Perov, H Yang US Patent App. 15/465,131, 2017 | 6 | 2017 |
| Applications of Probabilistic Programming (Master's thesis, 2015) YN Perov arXiv preprint arXiv:1606.00075, 2016 | 5* | 2016 |
| Data-driven sequential Monte Carlo in probabilistic programming YN Perov, TA Le, F Wood arXiv preprint arXiv:1512.04387, 2015 | 5 | 2015 |
| Anh The Nguyen, Massimo Vespignani, Stephane Bonardi, Soha Pouya, Alexander Spröwitz, Jesse van den Kieboom, Frederic Wilhelm, and Auke Jan Ijspeert. Gait optimization for … R Moeckel, NP Yura Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent …, 2013 | 5 | 2013 |
| Copy, paste, infer: a robust analysis of twin networks for counterfactual inference L Graham, CM Lee, Y Perov NeurIPS19 CausalML workshop, 2019 | 4 | 2019 |
| Nonparametric Bayesian models for unsupervised activity recognition and tracking N Dhir, Y Perov, F Wood 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016 | 4 | 2016 |
| Tracking african lions with nonparametric hierarchical models using probabilistic programming N Dhir, Y Perov, M Wijers, F Wood, A Markham, P Trethowan, B du Preez, ... Proceedings of the International Society of Bayesian Analysis (ISBA) 2016 …, 2016 | 3 | 2016 |
Vikash K. MansinghkaMIT, Probabilistic Computing ProjectVerified email at mit.edu