Ricardo Silva
Ricardo Silva
Professor of Statistical Machine Learning and Data Science, Department of Statistical Science, UCL
stats.ucl.ac.uk üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Counterfactual Fairness
M Kusner, J Loftus, C Russell, R Silva
Advances in Neural Information Processing Systems (NIPS 2017) 30, 4066-4076, 2017
4912017
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
1952006
Probabilistic workflow mining
R Silva, J Zhang, JG Shanahan
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
802005
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
762017
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
672018
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
642015
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
572009
Causal reasoning for algorithmic fairness
JR Loftus, C Russell, MJ Kusner, R Silva
arXiv preprint arXiv:1805.05859, 2018
482018
Method and apparatus for probabilistic workflow mining
J Shanahan, R Silva, J Zhang
US Patent App. 11/506,844, 2007
402007
Hidden common cause relations in relational learning
R Silva, W Chu, Z Ghahramani
Advances in neural information processing systems, 1345-1352, 2008
322008
Learning measurement models for unobserved variables
R Silva, R Scheines, C Glymour, PL Spirtes
arXiv preprint arXiv:1212.2516, 2012
272012
Bayesian semi-supervised learning with graph gaussian processes
YC Ng, N Colombo, R Silva
Advances in Neural Information Processing Systems, 1683-1694, 2018
232018
Analogical reasoning with relational Bayesian sets
R Silva, KA Heller, Z Ghahramani
Artificial Intelligence and Statistics, 500-507, 2007
232007
Generalized measurement models
R Silva, R Scheines
CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE, 2005
192005
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
18*2019
Alpha-beta divergence for variational inference
JB Regli, R Silva
arXiv preprint arXiv:1805.01045, 2018
172018
MCMC methods for Bayesian mixtures of copulas
R Silva, R Gramacy
Artificial Intelligence and Statistics, 512-519, 2009
172009
Data filtering for automatic classification of rocks from reflectance spectra
J Moody, R Silva, J Vanderwaart
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
17*2001
Mixed cumulative distribution networks
R Silva, C Blundell, YW Teh
Proceedings of the Fourteenth International Conference on Artificial …, 2011
162011
Expert SINTA, anais do XII Simpósio Brasileiro de Engenharia de Software
JHM NOGUEIRA, RBA SILVA, JFL ALCÂNTARA, RC ANDRADE
São Carlos, SP, 1996
15*1996
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–20