开课单位--微软公司

51
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms[基于上下文的强盗新闻推荐算法的无偏离线评价]
  Lihong Li(微软公司) Contextual bandit algorithms have become popular for online recommendation systems such as Digg, Yahoo! Buzz, and news recommendation in general. Offl...
热度：286

52
Model Compression[模型压缩]
  Rich Caruana(微软公司) Decision trees are intelligible, but do they perform well enough that you should use them? Have SVMs replaced neural nets, or are neural nets still be...
热度：56

53
SoftRank: Optimising Non-Smooth Rank Metrics[SoftRank:优化非光滑秩度量]
  Michael Taylor(微软公司)  SoftRank: Optimising Non-Smooth Rank Metrics
热度：60

54
Machine Learning Reductions[机器学习减少]
  John Langford(微软公司) There are several different classification problems commonly encountered in real world applications such as 'importance weighted classification...
热度：45

55
Introduction to Windows Azure: Programming to a PaaS[Windows Azure简介：编程到PaaS]
  Bharat Shyam(微软公司)  Introduction to Windows Azure: Programming to a PaaS
热度：30

56
Recreational Activities and Discussion[娱乐活动与讨论]
  John Langford(微软公司) An informal tutorial on the Vowpal Wabbit algorithm.
热度：17

57
Reinforcement Learning Theory[强化学习理论]
  John Langford(微软公司) The tutorial is on several new pieces of Reinforcement learning theory developed in the last 7 years. This includes:\\ 1. Sample based analysis of RL ...
热度：65

58
Discussion[讨论]
  Michael Schwarz, Onno Zoeter, Jason D. Hartline, Anton Schwaighofer(微软公司) Discussion
热度：38

59
Gaussian Process Implicit Surfaces[高斯过程隐式曲面]
  Oliver Williams(微软公司) Many applications in computer vision and computer graphics require the definition of curves and surfaces. Implicit surfaces are a popular choice for t...
热度：838

60
Research 10: On the Semantics of Linking and Importing in Modular Ontologies [研究10：对链接和模块化本体引入语义]
  Jie Bao(微软公司) Research 10: On the Semantics of Linking and Importing in Modular Ontologies
热度：44