Romancing the Algorithm: Navigating Constantly, Frequently, and Silently Changing Algorithms for Digital Work.
Vishal SharmaKirsten E. BrayNeha KumarRebecca E. GrinterPublished in: Proc. ACM Hum. Comput. Interact. (2022)
Keyphrases
- times faster
- learning algorithm
- computational complexity
- theoretical analysis
- worst case
- recently developed
- computational cost
- synthetic and real world datasets
- single pass
- significant improvement
- computationally efficient
- combinatorial optimization
- space complexity
- benchmark problems
- hybrid algorithm
- classification algorithm
- algorithm has been developed
- related algorithms
- computational efficiency
- empirical analyses
- maximum flow
- matching algorithm
- algorithms require
- preprocessing
- provably convergent
- objective function
- synthetic and real datasets
- optimal solution
- image processing algorithms
- expectation maximization
- solution quality
- cost function
- probabilistic model
- dynamic programming
- optimization problems
- incremental version
- detection algorithm
- simulated annealing
- iterative algorithms
- filtering algorithm
- memory requirements
- synthetic datasets
- computationally intensive
- exhaustive search
- apriori algorithm
- data clustering
- neural network
- color constancy
- optimization algorithm
- segmentation algorithm
- search space