Being Phd Student , i need suggestion from experts , that please guide me what innovative or challenging i can do in BIAS IN DATA DRIVEN AI. May it be research gap .
Bias and variances are parameters of a good network. With increasing complexity or layers, the bias decreases whereas the variance increases. An optimal bias and variance suggests the model is neither undertrained not overtrained.