Coverage-Based Designs Improve Sample Mining and Hyper-Parameter Optimization

Gowtham Muniraju, Bhavya Kailkhura, Jayaraman J. Thiagarajan +3

Sampling one or more effective solutions from large search spaces is a recurring idea in machine learning, and sequential optimization has become a popular solution. Typical exampl…