ELDA: LDA made efficient via algorithm-system codesign submission.
Shilong WangDa LiHengyong YuHang LiuPublished in: PPoPP (2020)
Keyphrases
- learning algorithm
- single pass
- times faster
- detection algorithm
- computationally efficient
- experimental evaluation
- dynamic programming
- objective function
- search space
- computational cost
- worst case
- cost function
- preprocessing
- similarity measure
- matching algorithm
- input data
- data sets
- high efficiency
- highly efficient
- optimal solution
- expectation maximization
- lower bound
- simulated annealing
- probabilistic model
- segmentation algorithm
- dimension reduction
- convergence rate
- computational complexity
- significant improvement
- association rules