Scaling Graph-Based ANNS Algorithms to Billion-Size Datasets: A Comparative Analysis.
Magdalen DobsonZheqi ShenGuy E. BlellochLaxman DhulipalaYan GuHarsha Vardhan SimhadriYihan SunPublished in: CoRR (2023)
Keyphrases
- artificial neural networks
- benchmark datasets
- computational complexity
- orders of magnitude
- computationally efficient
- neural network
- synthetic and real datasets
- uci machine learning repository
- using artificial neural networks
- data structure
- significant improvement
- synthetic datasets
- computational cost
- reinforcement learning
- theoretical analysis
- learning algorithm
- database
- genetic algorithm
- data mining algorithms
- convergence rate
- machine learning
- data mining