Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem.
Albert XuJhih-Yi HsiehBhaskar VundurthyEliana CohenHowie ChosetLu LiPublished in: CoRR (2022)
Keyphrases
- positive and negative
- text mining
- mining algorithm
- sequential patterns
- web mining
- data mining
- data mining techniques
- approximation error
- relative error
- website
- pattern mining
- error bounds
- approximation algorithms
- manifold learning
- polygonal approximation
- approximation methods
- data mining tasks
- euclidean space
- real time
- lower bound
- information retrieval
- data structure
- frequent patterns
- frequent itemsets
- itemsets