Frequency control is an important problem in modern recommender systems. It dictates the delivery frequency of recommendations to maintain product quality and efficiency. For example, delivering promotional notifications impacts daily metrics as well infrastructure resource consumption (e.g. CPU memory usage). There remain open questions on what objective we should optimize represent business v...