Unchain the Search Space with Hierarchical Differentiable Architecture Search.
Guanting LiuYujie ZhongSheng GuoMatthew R. ScottWeilin HuangPublished in: AAAI (2021)
Keyphrases
- search space
- search algorithm
- search strategy
- search mechanism
- reduce the search space
- solution space
- effective pruning
- hill climbing
- hierarchical architecture
- prune the search space
- optimal solution
- search procedure
- search tree
- global search
- search strategies
- exhaustive search
- software architecture
- constraint satisfaction problems
- search tools
- search problems
- candidate solutions
- random search
- global optimum
- branching factor
- hierarchical structure
- state space
- information retrieval
- hierarchically organized
- forward search
- database
- pruning the search space
- combinatorial search
- coarse to fine
- branch and bound
- heuristic search
- fitness function
- genetic programming
- neural network