https://terms-en.ai-term-hub.com/zh/tags/hierarchical/Recent content in Hierarchical on 中文AI术语词典Hugozh-cnSat, 18 Jul 2026 11:44:45 +0000https://terms-en.ai-term-hub.com/zh/terms/bayesian_programming/Sat, 18 Jul 2026 11:09:03 +0000https://terms-en.ai-term-hub.com/zh/terms/bayesian_programming/<h2 id="definition">Definition</h2> <p>贝叶斯编程是一种数学框架，它将贝叶斯定理泛化以处理复杂的多层概率依赖关系。它允许开发者定义分层模型，其中变量之间存在条件依赖结构，从而能够更灵活地建模不确定性。</p> <h3 id="summary">Summary</h3> <p>一种形式化的概率推理框架，将贝叶斯推断扩展至复杂的分层模型。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>分层建模</li> <li>概率推理</li> <li>条件独立性</li> <li>不确定性量化</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>机器人感知系统</li> <li>自然语言处理</li> <li>医疗诊断支持</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/bayesian-inference-%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%8E%A8%E6%96%AD/">Bayesian inference (贝叶斯推断)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/probabilistic-graphical-models-%E6%A6%82%E7%8E%87%E5%9B%BE%E6%A8%A1%E5%9E%8B/">Probabilistic graphical models (概率图模型)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/markov-chains-%E9%A9%AC%E5%B0%94%E5%8F%AF%E5%A4%AB%E9%93%BE/">Markov chains (马尔可夫链)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/latent-variable-models-%E6%BD%9C%E5%8F%98%E9%87%8F%E6%A8%A1%E5%9E%8B/">Latent variable models (潜变量模型)</a></li> </ul>