Articles with public access mandates - Ricardo SilvaLearn more
Available somewhere: 33
Counterfactual Fairness
M Kusner, J Loftus, C Russell, R Silva
Advances in Neural Information Processing Systems (NIPS 2017) 30, 4066-4076, 2017
Mandates: UK Engineering and Physical Sciences Research Council
Global determinants of navigation ability
A Coutrot, R Silva, E Manley, W de Cothi, S Sami, VD Bohbot, JM Wiener, ...
Current Biology 28 (17), 2861-2866. e4, 2018
Mandates: Alzheimers's UK
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness
C Russell, MJ Kusner, J Loftus, R Silva
Advances in Neural Information Processing Systems 30, 6417-6426, 2017
Mandates: UK Engineering and Physical Sciences Research Council
Bayesian semi-supervised learning with graph Gaussian processes
YC Ng, N Colombo, R Silva
Proceedings of the 32nd International Conference on Neural Information …, 2018
Mandates: UK Engineering and Physical Sciences Research Council
When Do Flat Minima Optimizers Work?
J Kaddour, L Liu, R Silva, M Kusner
Advances in Neural Information Processing Systems, 2022
Mandates: UK Engineering and Physical Sciences Research Council
Proximal causal learning with kernels: Two-stage estimation and moment restriction
A Mastouri, Y Zhu, L Gultchin, A Korba, R Silva, MJ Kusner, A Gretton, ...
Proceedings of the 38th International Conference on Machine Learning, 7512-7523, 2021
Mandates: US Department of Defense, UK Engineering and Physical Sciences Research Council
How the weather affects the pain of citizen scientists using a smartphone app
npj Digital Medicine 2 (105), 2019
Mandates: Versus Arthritis, UK, UK Engineering and Physical Sciences Research Council …
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding
N Kilbertus, PJ Ball, MJ Kusner, A Weller, R Silva
Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, 2019
Mandates: UK Engineering and Physical Sciences Research Council
Making Decisions that Reduce Discriminatory Impacts
M Kusner, C Russell, J Loftus, R Silva
Proceedings of the 36th International Conference on Machine Learning, 3591-3600, 2019
Mandates: UK Engineering and Physical Sciences Research Council
Neural likelihoods via cumulative distribution functions
P Chilinski, R Silva
Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence …, 2020
Mandates: UK Engineering and Physical Sciences Research Council
Causal Effect Inference for Structured Treatments
J Kaddour, Y Zhu, Q Liu, MJ Kusner, R Silva
Advances in Neural Information Processing Systems 34, 2021
Mandates: US Department of Defense, UK Engineering and Physical Sciences Research Council
A Class of Algorithms for General Instrumental Variable Models
N Kilbertus, MJ Kusner, R Silva
Advances in Neural Information Processing Systems (NeurIPS 2020) 33, 20108-20119, 2020
Mandates: UK Engineering and Physical Sciences Research Council
Stochastic Causal Programming for Bounding Treatment Effects
K Padh, J Zeitler, D Watson, M Kusner, R Silva, N Kilbertus
2nd Conference on Causal Learning and Reasoning, 2023
Mandates: US Department of Defense, UK Engineering and Physical Sciences Research …
Learning instrumental variables with structural and non-Gaussianity assumptions
R Silva, S Shimizu
Journal of Machine Learning Research 18 (120), 1-49, 2017
Mandates: UK Engineering and Physical Sciences Research Council
Causal inference through a witness protection program
R Silva, R Evans
Journal of Machine Learning Research 17 (56), 1-53, 2016
Mandates: Academy of Finland
Differentiable Causal Backdoor Discovery
L Gultchin, MJ Kusner, V Kanade, R Silva
Proceedings of the 23rd International Conference on Artificial Intelligence …, 2020
Mandates: UK Engineering and Physical Sciences Research Council
Causal inference with treatment measurement error: a nonparametric instrumental variable approach
Y Zhu, L Gultchin, A Gretton, MJ Kusner, R Silva
Uncertainty in Artificial Intelligence, 2414-2424, 2022
Mandates: US Department of Defense, UK Engineering and Physical Sciences Research Council
A Bayesian approach for determining player abilities in football
GA Whitaker, R Silva, D Edwards, I Kosmidis
Journal of the Royal Statistical Society Series C: Applied Statistics 70 (1 …, 2021
Mandates: UK Engineering and Physical Sciences Research Council
Flexible sampling of discrete data correlations without the marginal distributions
A Kalaitzis, R Silva
Advances in Neural Information Processing Systems 26 (NIPS 2013), 2013
Mandates: UK Engineering and Physical Sciences Research Council
Two-way sparsity for time-varying networks, with applications in genomics
TE Bartlett, I Kosmidis, R Silva
Annals of Applied Statistics 15 (2), 856-879, 2021
Mandates: UK Engineering and Physical Sciences Research Council
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