Machine Learning

Paradigms

• Supervised Learning - 回归、分类、结构化学习
• Unsupervised Learning - PCA、词嵌入、VAE、GAN
• Self-supervised Learning - 预训练模型与微调
• Reinforcement Learning - 强化学习与 Actor-Critic