BookReviews

• 如何训练批判性思维

R

• Loading Big Data in R
• Loading Data in R

statistics

• Covariate Shift Correction

MachineLearning

• ADMM 框架小结
• Basics for Regularization

naturallanguageprocessing

• From Word Embedding to Language Model(1)

PeppyPapers

• Speed of Mini-Batch SGD
• Incorpating Domain Knowledge into LDA

NaturalLanguageProcessing

• Relation Extraction with Matrix Factorization

misc

• Github Pages Categories with Jekyll

life

• 我是这样进行知识管理的

machinelearning

• Collections of Tips for Machine Learning

peppypapers

• Highway Networks and Deep Residual Networks
• NIPS 2015 Deep Learning Symposium Part II
• NIPS 2015 Deep Learning Symposium Part I
• ICLR 2016 Submission Highlights
• Improving Information Flow in Recurrent Networks
• A First Look at Multi-Modal Deep Learning
• Survey on Advanced Attention-based Models
• Survey on Attention-based Models Applied in NLP
• “后 Word Embedding ”的热点会在哪里？
• Adapations and Variations of Word2vec
• Improving Word Representations via Global Context and Multiple Word Prototypes
• DeepWalk Online Learning of Social Representations