Lucciano Villacorta
Biographic Data
| ID | 8879313 |
|---|---|
| NAME | Lucciano Villacorta |
| GIVEN NAMES | Lucciano |
| FAMILY NAME | Villacorta |
| SIGNATURE | VILLACORTA L |
| AFFILIATIONS | Banco Central de Chile |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Inference for Dependent Data with Learned Clusters
This article presents and analyzes an approach to cluster-based inference for dependent data. The primary setting considered here is with spatially indexed data in which the dependence structure of observed random variables is characterized by a known, observed dissimilarity measure over spatial indices. Observations are partitioned into clusters with the use of an unsupervised clustering algorithm applied to the dissimilarity measure. Once the p…
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Inference for Dependent Data with Learned Clusters
This article presents and analyzes an approach to cluster-based inference for dependent data. The primary setting considered here is with spatially indexed data in which the dependence structure of observed random variables is characterized by a known, observed dissimilarity measure over spatial indices. Observations are partitioned into clusters with the use of an unsupervised clustering algorithm applied to the dissimilarity measure. Once the p…
Advanced Clustering Algorithms Research (1 work) · Artificial Intelligence (1 work) · Artificial Intelligence (1 work) · Computer Science (1 work) · Inference (1 work) · Machine learning (1 work) · Machine Learning and Algorithms (1 work)