841 citations · 1.2k across the 34 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.ML2015
Bayesian Inference in Cumulative Distribution Fields
Ricardo Silva
One approach for constructing copula functions is by multiplication. Given that products of cumulative distribution functions (CDFs) are also CDFs, an adjustment to this multiplica…
stat.ML2015
Learning Instrumental Variables with Non-Gaussianity Assumptions: Theoretical Limitations and Practical Algorithms
Ricardo Silva, Shohei Shimizu
Learning a causal effect from observational data is not straightforward, as this is not possible without further assumptions. If hidden common causes between treatment and outc…