Joint Transfer Extreme Learning Machine with Cross-Domain Mean Approximation and Output Weight Alignment

<div>An illustration of JTELM. (1) CDMA is combined with ELM to minimize the distribution discrepancy of output data of hidden layer from two domains. (2) Output weight alignment and approximation could enhance the ability of knowledge transfer of JTELM. (3) Joint decisions of two ELMs improve the robustness of JTELM.</div>

Complexity

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Figure 1

Figure 1: Joint Transfer Extreme Learning Machine with Cross-Domain Mean Approximation and Output Weight Alignment 