Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: An alternative to the typical technique of selecting training examples independently from a fixed distribution is formulated and analyzed, in which the current example is presented repeatedly until the error for that item is reduced to some criterion value, β; then, another item is randomly selected. The convergence time can be dramatically increased or decreased by this heuristic, depending on the task, and is very sensitive to the value of β.
['Paul W. Munro']
I am writing a research paper on a idea Repeat Until Bored: A Pattern Selection Strategy
[{"from": "human", "value": "I am writing a research paper on a idea Repeat Until Bored: A Pattern Selection Strategy"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: An alternative to the typical technique of selecting training examples independently from a fixed distribution is formulated and analyzed, in which the current example is presented repeatedly until the error for that item is reduced to some criterion value, \u03b2; then, another item is randomly selected. The convergence time can be dramatically increased or decreased by this heuristic, depending on the task, and is very sensitive to the value of \u03b2."}]