Understanding and Exploiting Dependent Variables with Deep Metric Learning.
Niall O' MahonySean CampbellAnderson CarvalhoLenka KrpalkovaGustavo Adolfo Velasco-HernándezDaniel RiordanJoseph WalshPublished in: IntelliSys (1) (2020)
Keyphrases
- metric learning
- independent variables
- distance metric
- dependent variables
- distance metric learning
- semi supervised
- learning tasks
- pairwise
- distance function
- dimensionality reduction
- mahalanobis metric
- multi task
- semi supervised learning
- statistically significant
- regression analysis
- labeled data
- machine learning
- learning strategies
- similarity search
- pedagogical agents
- undergraduate students