Keywords
Affiliated Institutions
Related Publications
On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)
In an industrial maintenance context, degradation diagnosis is the problem of determining the current level of degradation of operating machines based on measurements. With the ...
From local explanations to global understanding with explainable AI for trees
Tree-based machine learning models such as random forests, decision trees, and gradient boosted trees are popular non-linear predictive models, yet comparatively little attentio...
Structure search and stability enhancement of Bayesian networks
Learning Bayesian network structure from large-scale data sets, without any expert-specified ordering of variables, remains a difficult problem. We propose systematic improvemen...
Finite-Dimensional Approximation of Gaussian Processes
Gaussian process (GP) prediction suffers from O(n3) scaling with the data set size n. By using a finite-dimensional basis to approximate the GP predictor, the computational comp...
Publication Info
- Year
- 1960
- Type
- article
- Volume
- 67
- Issue
- 3
- Pages
- 143-159
- Citations
- 1568
- Access
- Closed
External Links
Social Impact
Social media, news, blog, policy document mentions
Citation Metrics
Cite This
Identifiers
- DOI
- 10.1037/h0047773