Adam-PFN, a prior-data fitted network trained on CDF-augmented real Adam learning curves, improves learning curve extrapolation and accelerates Adam hyperparameter tuning versus generic surrogates, with limited OOD gains.
• Sequence Predictor: This task uses an LSTM to predict future values of sine wave signals
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Tune My Adam, Please!
Adam-PFN, a prior-data fitted network trained on CDF-augmented real Adam learning curves, improves learning curve extrapolation and accelerates Adam hyperparameter tuning versus generic surrogates, with limited OOD gains.