Using Bayesian Optimization to Improve Hyperparameter Search in TPOT.
Angus KennyTapabrata RaySteffen LimmerHemant Kumar SinghTobias RodemannMarkus OlhoferPublished in: GECCO (2024)
Keyphrases
- search algorithm
- random search
- global search
- search efficiency
- search strategies
- fine tuning
- gaussian processes
- search methods
- efficient optimization
- machine learning
- search tools
- exhaustive search
- gaussian process
- combinatorial optimization
- user queries
- optimization algorithm
- particle swarm optimization
- optimization problems
- search space
- information retrieval