| Amortized Bayesian meta-learning S Ravi, A Beatson ICLR 2019, 2018 | 125 | 2018 |
| Continual Learning in Generative Adversarial Nets A Seff, A Beatson, D Suo, H Liu arXiv preprint, 2017 | 116 | 2017 |
| The Clinical Utilisation of Respiratory Elastance Software (CURE Soft): a bedside software for real-time respiratory mechanics monitoring and mechanical ventilation management A Szlavecz, YS Chiew, D Redmond, A Beatson, D Glassenbury, S Corbett, ... Biomedical engineering online 13 (1), 1-14, 2014 | 79 | 2014 |
| Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction V Major, S Corbett, D Redmond, A Beatson, D Glassenbury, YS Chiew, ... Biomedical Signal Processing and Control 23, 1-9, 2016 | 32 | 2016 |
| Amortized finite element analysis for fast pde-constrained optimization T Xue, A Beatson, S Adriaenssens, R Adams International Conference on Machine Learning, 10638-10647, 2020 | 28 | 2020 |
| A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation T Xue, A Beatson, M Chiaramonte, G Roeder, JT Ash, Y Menguc, ... Soft matter 16 (32), 7524-7534, 2020 | 28 | 2020 |
| Efficient optimization of loops and limits with randomized telescoping sums A Beatson, RP Adams ICML 2019, 2019 | 22 | 2019 |
| SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models Y Luo, A Beatson, M Norouzi, J Zhu, D Duvenaud, RP Adams, RTQ Chen ICLR 2020, 2019 | 20 | 2019 |
| Learning Composable Energy Surrogates for PDE Order Reduction A Beatson, JT Ash, G Roeder, T Xue, RP Adams arXiv preprint arXiv:2005.06549, 2020 | 17 | 2020 |
| Pixie: a social chatbot O Adewale, A Beatson, D Buniatyan, J Ge, M Khodak, H Lee, N Prasad, ... Alexa prize proceedings, 2017 | 15 | 2017 |
| Randomized automatic differentiation D Oktay, N McGreivy, J Aduol, A Beatson, RP Adams arXiv preprint arXiv:2007.10412, 2020 | 14 | 2020 |
| Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation YS Chiew, CG Pretty, A Beatson, D Glassenbury, V Major, S Corbett, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 12 | 2015 |
| Pressure reconstruction by eliminating the demand effect of spontaneous respiration (PREDATOR) method for assessing respiratory mechanics of reverse-triggered breathing cycles DP Redmond, V Major, S Corbett, D Glassenbury, A Beatson, A Szlávecz, ... 2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES), 332-337, 2014 | 12 | 2014 |
| Assessing respiratory mechanics of reverse-triggered breathing cycles-case study of two mechanically ventilated patients V Major, C Simon, D Redmond, A Beatson, D Glassenbury, YS Chiew, ... IFAC-PapersOnLine 48 (20), 505-510, 2015 | 8 | 2015 |
| Blind attacks on machine learners A Beatson, Z Wang, H Liu Advances in Neural Information Processing Systems 29, 2016 | 6 | 2016 |
| Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh T Qin, A Beatson, D Oktay, N McGreivy, RP Adams arXiv preprint arXiv:2211.01604, 2022 | 1 | 2022 |
| Learned surrogates and stochastic gradients for accelerating numerical modeling, simulation, and design A Beatson Princeton University, 2021 | | 2021 |
Ryan P. AdamsPrinceton UniversityVerified email at princeton.edu
