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51CTO
26 天
PyTorch Geometric框架下图神经网络的可解释性机制:原理、实现与评估
在机器学习领域存在一个普遍的认知误区,即可解释性与准确性存在对立关系。这种观点认为可解释模型在复杂度上存在固有限制,因此无法达到最优性能水平,神经网络之所以能够在各个领域占据主导地位,正是因为其超越了人类可理解的范畴。 在机器学习 ...
IEEE
29 天
Self Supervised Prediction of Genetic Associations in Comorbid Diseases With Masked ...
Hence, we introduce a generalized and novel approach to predict overlapping genetic associations from disease-specific gene co-expression networks with a self-supervised edge-masking technique ...
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