Using a thousand optimization tasks to learn hyperparameter search strategies.
Luke MetzNiru MaheswaranathanRuoxi SunC. Daniel FreemanBen PooleJascha Sohl-DicksteinPublished in: CoRR (2020)
Keyphrases
- search strategies
- search strategy
- search problems
- search algorithm
- constraint programming
- heuristic search
- evolutionary algorithm
- optimization problems
- search methods
- retrieval effectiveness
- search procedures
- meeting scheduling
- constraint satisfaction
- gaussian processes
- branch and bound
- data mining
- learning process
- data structure
- multimedia
- feature selection
- genetic algorithm