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Ricardo Silva
Ricardo Silva
Professor of Statistical Machine Learning and Data Science, Department of Statistical Science, UCL
Bestätigte E-Mail-Adresse bei stats.ucl.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Counterfactual Fairness
M Kusner, J Loftus, C Russell, R Silva
Advances in Neural Information Processing Systems (NIPS 2017) 30, 4066-4076, 2017
9542017
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
2112006
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
1232017
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
1052018
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
932015
Causal reasoning for algorithmic fairness
JR Loftus, C Russell, MJ Kusner, R Silva
arXiv preprint arXiv:1805.05859, 2018
882018
Probabilistic workflow mining
R Silva, J Zhang, JG Shanahan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
882005
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
642009
Bayesian semi-supervised learning with graph gaussian processes
YC Ng, N Colombo, R Silva
Proceedings of the 32nd International Conference on Neural Information …, 2018
522018
Method and apparatus for probabilistic workflow mining
J Shanahan, R Silva, J Zhang
US Patent App. 11/506,844, 2007
412007
Hidden common cause relations in relational learning
R Silva, W Chu, Z Ghahramani
Advances in neural information processing systems 20, 2007
372007
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
332019
How the weather affects the pain of citizen scientists using a smartphone app
npj Digital Medicine 2 (105), 2019
292019
Learning measurement models for unobserved variables
R Silva, R Scheines, C Glymour, PL Spirtes
Proceedings of the Nineteenth conference on Uncertainty in Artificial …, 2002
29*2002
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
28*2019
Alpha-beta divergence for variational inference
JB Regli, R Silva
arXiv preprint arXiv:1805.01045, 2018
252018
Analogical reasoning with relational Bayesian sets
R Silva, KA Heller, Z Ghahramani
Artificial Intelligence and Statistics, 500-507, 2007
222007
MCMC methods for Bayesian mixtures of copulas
R Silva, R Gramacy
Artificial Intelligence and Statistics, 512-519, 2009
212009
Generalized measurement models
R Silva, R Scheines
CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE, 2005
202005
Observational-interventional priors for dose-response learning
R Silva
Proceedings of the 30th International Conference on Neural Information …, 2016
182016
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