图 书 馆开课单位--滑铁卢大学
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21No-Free-Lunch Theorems for Transfer Learning [转移学习没有免费午餐定理 ]
Shai Ben-David(滑铁卢大学 ) I will present a formal framework for transfer learning and investigate under which conditions is it possible to provide performance guarantees for su...
热度：77
Shai Ben-David(滑铁卢大学 ) I will present a formal framework for transfer learning and investigate under which conditions is it possible to provide performance guarantees for su...
热度：77
22The Sample Complexity of Learning the Kernel[学习内核的样本复杂性 ]
Shai Ben-David(滑铁卢大学 ) The success of kernel based learning algorithms depends upon the suitability of the kernel to the learning task. Ideally, the choice of a kernel shou...
热度：69
Shai Ben-David(滑铁卢大学 ) The success of kernel based learning algorithms depends upon the suitability of the kernel to the learning task. Ideally, the choice of a kernel shou...
热度：69
23Clustering without any subjective similarity information[无主观相似信息的聚类]
Shai Ben-David(滑铁卢大学) Consider the task of clustering university web pages based on the graph of links between these pages. Can clusters of "functionally similar"...
热度：21
Shai Ben-David(滑铁卢大学) Consider the task of clustering university web pages based on the graph of links between these pages. Can clusters of "functionally similar"...
热度：21
24Analyzing and Escaping Local Optima in Planning as Inference for Partially Observable Domains[在计划中作为局部可观测域推理的规划中局部最优分析与逃避]
Pascal Poupart(滑铁卢大学) Planning as inference recently emerged as a versatile approach to decision-theoretic planning and reinforcement learning for single and multi-agent sy...
热度：56
Pascal Poupart(滑铁卢大学) Planning as inference recently emerged as a versatile approach to decision-theoretic planning and reinforcement learning for single and multi-agent sy...
热度：56
25Invited Talk: Towards Theoretical Understanding of Domain Adaptation Learning[应邀演讲：对领域适应学习的理论理解]
Shai Ben-David(滑铁卢大学) Machine learning enjoys a deep and powerful theory that has led to a wide variety of highly successful practical tools. However, most of this theory i...
热度：73
Shai Ben-David(滑铁卢大学) Machine learning enjoys a deep and powerful theory that has led to a wide variety of highly successful practical tools. However, most of this theory i...
热度：73