WESTINGHOUSE 1C31197G01

除了深度神经元网络研究，机器学习和人工智能领域的研究包括迁移学习，无监督或半监督学习，特征工程，增强学习，对抗网络等的不断创新，为人工智能在更多领域的应用和价值创造提供了有力的理论支撑。迁移学习，无监督或半监督学习的研究实现了将统一的模型或模块的推广和启发式应用，类似于人类知识积累到一定程度之后触类旁通。特征工程的研究，提供了在海量数据当中依照业务需求或者既定规则抽取或者重构有效信息的方法，为认识和研究高维度下的数据科学问题提供了有效地工具。增强学习，对抗网络等研究领域的不断创新为在数据样本不足，数据不完善前提下的智能化问题提供了全新的思路。

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