73
Voted
ML
2015
ACM
9 years 12 months ago
2015
ACM
Abstract A multitude of different probabilistic programming languages exists today, all extending a traditional programming language with primitives to support modeling of complex...
91
Voted
ML
2015
ACM
9 years 12 months ago
2015
ACM
We present a Bayesian approach for making statistical inference about the accuracy (or any other score) of two competing algorithms which have been assessed via cross-validation on...
87
Voted
ML
2015
ACM
9 years 12 months ago
2015
ACM
Abstract. Probabilistic topic modeling of text collections is a powerful tool for statistical text analysis. Determining the optimal number of topics remains a challenging problem ...
93
Voted
ML
2015
ACM
9 years 12 months ago
2015
ACM
In recent years Predicate Invention has been underexplored within Inductive Logic Programming due to difficulties in formulating efficient search mechanisms. However, a recent p...
86
Voted
ML
2015
ACM
9 years 12 months ago
2015
ACM