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Ricardo Silva
Ricardo Silva
Professor of Statistical Machine Learning and Data Science, Department of Statistical Science, UCL
在 stats.ucl.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Counterfactual Fairness
M Kusner, J Loftus, C Russell, R Silva
Advances in Neural Information Processing Systems (NIPS 2017) 30, 4066-4076, 2017
19062017
Learning the structure of linear latent variable models
R Silva, R Scheines, C Glymour, P Spirtes
Journal of Machine Learning Research 7 (Feb), 191-246, 2006
2882006
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
2142018
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
2012017
Causal reasoning for algorithmic fairness
JR Loftus, C Russell, MJ Kusner, R Silva
arXiv preprint arXiv:1805.05859, 2018
1592018
Predicting traffic volumes and estimating the effects of shocks in massive transportation systems
R Silva, SM Kang, EM Airoldi
Proceedings of the National Academy of Sciences 112 (18), 5643-5648, 2015
1172015
Causal machine learning: A survey and open problems
J Kaddour, A Lynch, Q Liu, MJ Kusner, R Silva
arXiv preprint arXiv:2206.15475, 2022
1122022
Bayesian semi-supervised learning with graph Gaussian processes
YC Ng, N Colombo, R Silva
Proceedings of the 32nd International Conference on Neural Information …, 2018
1022018
Probabilistic workflow mining
R Silva, J Zhang, JG Shanahan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
902005
The hidden life of latent variables: Bayesian learning with mixed graph models
R Silva, Z Ghahramani
The Journal of Machine Learning Research 10, 1187-1238, 2009
692009
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
682021
How the weather affects the pain of citizen scientists using a smartphone app
npj Digital Medicine 2 (105), 2019
642019
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
642019
When Do Flat Minima Optimizers Work?
J Kaddour, L Liu, R Silva, M Kusner
Advances in Neural Information Processing Systems, 2022
612022
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
57*2019
Method and apparatus for probabilistic workflow mining
J Shanahan, R Silva, J Zhang
US Patent App. 11/506,844, 2007
472007
Causal Effect Inference for Structured Treatments
J Kaddour, Y Zhu, Q Liu, MJ Kusner, R Silva
Advances in Neural Information Processing Systems 34, 2021
422021
Neural likelihoods via cumulative distribution functions
P Chilinski, R Silva
Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence …, 2020
412020
Hidden common cause relations in relational learning
R Silva, W Chu, Z Ghahramani
Advances in neural information processing systems 20, 2007
412007
Alpha-beta divergence for variational inference
JB Regli, R Silva
arXiv preprint arXiv:1805.01045, 2018
402018
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