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Albert Manuel Orozco Camacho

1 accepted papers

2024

Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis

ICML 2024poster

Combining the predictions of multiple trained models through ensembling is generally a good way to improve accuracy by leveraging the different learned features of the models, however it comes with high computational and storage costs. Model fusion, the act of merging multiple models into one by com…