K. Selçuk Candan

Contextually-Enriched Querying of Integrated Data Sources

2018

In many applications, users face the need to integrate multiple information sources to solve their tasks. While most information sources can be seen as stable, as they contain factual, objective knowledge (which is the case …

Evaluation Methods and Measures for Causal Learning Algorithms

2022 · arXiv (Cornell University)

The convenient access to copious multi-faceted data has encouraged machine learning researchers to reconsider correlation-based learning and embrace the opportunity of causality-based learning, i.e., causal machine learning (causal learning). Recent years have therefore witnessed great …