# Sequential Model-Based Optimization for General Algorithm Configuration

Frank HutterHolger H. HoosKevin Leyton-Brown

State-of-the-art algorithms for hard computational problems often expose many parameters that can be modified to improve empirical performance. However, manually exploring the resulting combinatorial space of parameter settings is tedious and tends to lead to unsatisfactory outcomes... (read more)

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