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 problem and investigates a no-rejection learning strategy that uses all the data to learn the predictor. We first establish the consistency for such a strategy under the weak realizability condition. Then for the case without the weak realizability%2C we show that the excessive risk can also be upper bounded with the sum of two parts: prediction error and calibration error. Lastly%2C we demonstrate the advantage of such a proposed learning strategy with empirical evidence.?quality=80&w=800)
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