08 2023 档案

【笔记】机器学习基础 - Ch5. Support Vector Machines
摘要：【笔记】机器学习基础 - Ch5. Support Vector Machines都说 SVM 已经过时了？ 阅读全文
posted @ 2023-08-22 19:04 zrkc 阅读(103) 评论(0) 推荐(0)
【笔记】凸优化 Convex Optimization
摘要：【笔记】凸优化 Convex Optimizationconvexity, constrained optim problem, dual problem, gradient descent 阅读全文
posted @ 2023-08-19 16:49 zrkc 阅读(802) 评论(0) 推荐(1)
【笔记】机器学习基础 - Ch3. Rademacher Complexity & VC-Dimension
摘要：【笔记】机器学习基础 - Ch3. Rademacher Complexity & VC-DimensionRademacher → growth func → VC-dim，upper/lower bounds 阅读全文
posted @ 2023-08-11 00:17 zrkc 阅读(1243) 评论(1) 推荐(0)
【笔记】机器学习基础 - Ch2. PAC Learning Framework
摘要：【笔记】机器学习基础 - Ch2. PAC Learning Frameworkthe Probably Approximately Correct learning framework 阅读全文
posted @ 2023-08-07 00:38 zrkc 阅读(536) 评论(0) 推荐(0)