Load-Balanced Parallel Constraint-Based Causal Structure Learning on Multi-Core Systems for High-Dimensional Data.
Christopher SchmidtJohannes HueglePhilipp BodeMatthias UflackerPublished in: CD@KDD (2019)
Keyphrases
- high dimensional data
- causal structure
- dimensionality reduction
- learning algorithm
- high dimensional
- nearest neighbor
- low dimensional
- data sets
- causal discovery
- causal models
- similarity search
- data points
- supervised learning
- learning process
- parallel processing
- shared memory
- causal relationships
- parallel computing
- multi core processors
- data analysis