开课单位--视频讲座网

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Lecture 14: Approximating Probability Distributions (IV): Variational Methods[第14讲:近似概率分布(IV):变分方法]
  David MacKay(视频讲座网) Lecture 14: Approximating Probability Distributions (IV): Variational Methods
热度：17

42
HyperLogLog Hyperextended: Sketches for Concave Sublinear Frequency Statistics[HyperLogLog超扩展:凹次线性频率统计草图]
  Edith Cohen(视频讲座网) One of the most common statistics computed over data elements is the number of distinct keys. A thread of research pioneered by Flajolet and Martin th...
热度：21

43
Constraint-based Causal Discovery with Mixed Data[基于约束的混合数据因果发现]
  Ioannis Tsamardinos(视频讲座网) Constraint-based Causal Discovery with Mixed Data
热度：23

44
Internationalized Domain Names (IDN)[国际域名(IDN)]
  Pat Kane(视频讲座网) Internationalized Domain Names (IDN)
热度：24

45
Smooth, Finite, and Convex Optimization Deep Learning Summer School[光滑、有限和凸优化深度学习暑期学校]
  Mark Schmidt(视频讲座网) Smooth, Finite, and Convex Optimization Deep Learning Summer School
热度：12

46
Lecture 9: A Noisy Channel Coding Gem, And An Introduction To Bayesian Inference (I)[第9讲:噪声信道编码和贝叶斯推理介绍(一)]
  David MacKay(视频讲座网) Lecture 9: A Noisy Channel Coding Gem, And An Introduction To Bayesian Inference (I)
热度：15

47
The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables[选择性标签问题:在不可观测的情况下评估算法预测]
  Himabindu Lakkaraju(视频讲座网) Evaluating whether machines improve on human performance is one of the central questions of machine learning. However, there are many domains where th...
热度：30

48
Beyond inspiration: Five lessons from biology on building intelligent machines[超越灵感:来自生物学的五条关于建造智能机器的经验]
  Bruno Olshausen(视频讲座网) The only known systems that exhibit truly intelligent, autonomous behavior are biological. If we wish to build machines that are capable of such behav...
热度：18

49
Beyond inspiration: Five lessons from biology on building intelligent machines[超越灵感:来自生物学的五条关于建造智能机器的经验]
  Bruno Olshausen(视频讲座网) The only known systems that exhibit truly intelligent, autonomous behavior are biological. If we wish to build machines that are capable of such behav...
热度：21

50
Medical Imaging Analytics, Informatics and Machine Learning in a Global Health Application[医学成像分析、信息学和机器学习在全球健康中的应用3]
  Sameer K. Antani(视频讲座网) Global health challenges arise from various shortages: lack of solutions in biomedicine, adverse social situations, lack of resources, and lack of exp...
热度：29