Efficient Matrix Computation for SGD-Based Algorithms on Apache Spark.
Baokun HanZihao ChenChen XuAoying ZhouPublished in: DASFAA (1) (2022)
Keyphrases
- linear algebra
- computationally expensive
- computationally efficient
- computation intensive
- matrix multiplication
- convergence rate
- computational cost
- optimization problems
- computationally intensive
- efficient computation
- pruning strategy
- data structure
- case study
- computationally complex
- open source
- machine learning algorithms
- benchmark datasets
- significant improvement
- search algorithm
- matrix inversion
- algorithmic solutions
- learning algorithm