机器学习中Inference 和predict的区别是什么? - 知乎 Inference: You want to understand how ozone levels are influenced by temperature, solar radiation, and wind Since you assume that the residuals are normally distributed, you use a linear regression model
如何简单易懂地理解变分推断 (variational inference)？ - 知乎 How can we perform efficient inference and learning in directed probabilistic models, in the presence of continuous latent variables with intractable posterior distributions, and large datasets? 其中有几个关键词：inference and learning, intractable posterior distributions, large datasets 我们要明确 inference 的是什么？
统计里面Post Selection主要是解决什么问题？ - 知乎 [2]的主要贡献在于解决了如何在LASSO selection之后进行valid inference的问题，通过LASSO解的KKT condition刻画了LASSO selection event的性质（这是一个比较复杂的model selection问题，可以证明LASSO selection is a subset of some polyhetral set, and we can construct valid test by conditioning on this
模型测试时，也就是inference时，怎么用多卡？ - 知乎 模型测试时，也就是inference时，怎么用多卡？ 本人有两张卡，但单卡测试时数据大时会爆显存，所以想用双卡。 大致代码思路如下： import os os environ ['CUDA_VISIBLE_D… 显示全部 关注者 3
因果推断会是下一个AI热潮吗？ - 知乎 The Causal-Neural Connection: Expressiveness, Learnability, and Inference Kevin M Xia (Columbia University) · Kai-Zhan Lee (Columbia University) · Yoshua Bengio (University of Montreal) · Elias Bareinboim (Columbia University) 7 因果对抗学习 机器学习的对抗场景无处不在，因果推断场景也不例外。