开课单位--阿尔伯塔大学
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11
Verdi: Quality Estimation and Error Detection for Bilingual Corpora[Verdi:双语语料库的质量估计和错误检测]
  Mingjun Zhao(阿尔伯塔大学) Verdi: Quality Estimation and Error Detection for Bilingual Corpora
热度:31

12
FDML: A Collaborative Machine Learning Framework for Distributed Features[FDML:一个面向分布式特征的协同机器学习框架]
  Yaochen Hu(阿尔伯塔大学) Most current distributed machine learning systems try to scale up model training by using a data-parallel architecture that divides the computation fo...
热度:69

13
Direct Predictive Collaborative Control of a Prosthetic Arm[人工手臂的直接预测协同控制]
  Patrick M. Pilarski(阿尔伯塔大学) We have developed an online learning system for the collaborative control of an assistive device. Collaborative control is a complex setting requiring...
热度:33

14
Convex Two-Layer Modeling[凸双层造型]
  Özlem Aslan(阿尔伯塔大学) Latent variable prediction models, such as multi-layer networks, impose auxiliary latent variables between inputs and outputs to allow automatic infer...
热度:29

15
Learning About Sensorimotor Data[学习感觉运动的数据]
  Sutton Richard S(阿尔伯塔大学) Temporal-difference (TD) learning of reward predictions underlies both reinforcement-learning algorithms and the standard dopamine model of reward-bas...
热度:31

16
Tradeoffs in online learning under partial information feedback[部分信息反馈下的在线学习中的权衡]
  Csaba Szepesvári(阿尔伯塔大学) How should an online learner choose its actions to trade off between exploration and exploitation to maximize the accuracy of predictions where the ch...
热度:38

17
Using upper confidence bounds to control exploration and exploitation[使用上的置信区间来控制勘探和开发]
  Csaba Szepesvári(阿尔伯塔大学) 1.Bandit Problems – “Optimism in the Face Uncertainty” 2.Upper confidence based algorithms 3.Bandits in continuous time 4.B...
热度:59

18
Video Competition Award Ceremony[视频竞赛颁奖典礼]
  Aha David W;Michael Bowling(阿尔伯塔大学) As a sequel to the successful AAAI-07 and AAAI-08 AI Video Competitions, IJCAI now solicits submissions for the 3rd annual video competition! Its goal...
热度:47

19
The Games Computers (and People) Play Revisited[电脑游戏(和人)重新玩]
  Jonathan Schaeffer(阿尔伯塔大学)
热度:54

20
The use of Unlabeled Data in Supervised Learning: the Manifold Dossier[监督学习中未标记数据的使用:流形文件]
  Csaba Szepesvári(阿尔伯塔大学) 监督学习中未标记数据的使用:流形文件
热度:36
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