开课单位--加州理工学院
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A Tale of Two Metrics: Simultaneous Bounds on Competitiveness and Regret[两个衡量标准的故事:竞争力和遗憾的同时发生]
  Siddharth Barman(加州理工学院) We consider algorithms for “smoothed online convex optimization” problems, a variant of the class of online convex optimization problems t...
热度:69

22
K-Means in Space: A Radiation Sensitivity Evaluation[ 空间中的k均值:辐射敏感性评估 ]
  Kiri L. Wagstaff(加州理工学院) Spacecraft are increasingly making use of onboard data analysis to inform additional data collection and prioritization decisions. However, many space...
热度:84

23
Interactively Optimizing Information Retrieval Systems as a Dueling Bandits Problem[ 作为内斗问题的交互式优化信息检索系统]
  Yisong Yue(加州理工学院) We present an online learning framework tailored towards real-time learning from observed user behavior in search engines and other information retrie...
热度:63

24
Active Learning for Directed Exploration of Complex Systems[复杂系统定向探索的主动学习]
  Michael C. Burl(加州理工学院) Physics-based simulation codes are widely used in science and engineering to model complex systems that would be infeasible to study otherwise. Such c...
热度:74

25
Predicting Diverse Subsets Using Structural SVMs[使用结构SVM预测不同子集]
  Yisong Yue(加州理工学院) In many retrieval tasks, one important goal involves retrieving a diverse set of results (e.g., documents covering a wide range of topics for a search...
热度:34
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