2018

• 论文快读 - Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
  优化方法

  Jul 8, 2018

• 论文快读 - More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
  机器学习架构

  Jul 8, 2018

• 论文快读 - An Empirical Evaluation of Thompson Sampling
  EE方法

  Feb 25, 2018

• 论文快读 - Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time
  Pinterest推荐系统

  Feb 16, 2018

• 论文快读 - Deep Neural Networks for YouTube Recommendations
  推荐系统算法和工程的统一

  Feb 1, 2018

• 论文快读 - Field-aware Factorization Machines for CTR Prediction
  特征组合方法

  Jan 31, 2018

• 论文快读 - Factorization Machines
  特征组合方法

  Jan 30, 2018

• 论文快读 - BPR: Bayesian Personalized Ranking from Implicit Feedback
  

  Jan 22, 2018

• 论文快读 - Collaborative Filtering with Recurrent Neural Networks
  基于RNN的协同过滤

  Jan 21, 2018

• 论文快读 - LINE: Large-scale Information Network Embedding
  大规模网络Embedding

  Jan 12, 2018

• 论文快读 - DeepWalk: Online Learning of Social Representations
  构建图上的语义向量

  Jan 11, 2018

• 论文快读 - Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works
  推荐领域中深度学习方向的最新进展

  Jan 8, 2018

• 机器学习笔记 - 1x1CNN
  1x1CNN是什么鬼？

  Jan 1, 2018

2016

• Tensorflow - LSTM and PTB-Word-LM
  Tensorflow

  Sep 25, 2016

• Tensorflow - Deep MNIST for Experts
  深入MNIST，构建卷积深度神经网络

  Sep 25, 2016

• Tensorflow - MNIST For ML Beginners
  MNIST手写识别的最简单模型

  Sep 24, 2016

• Tensorflow - 新的开始
  简单介绍一下Tensorflow

  Sep 24, 2016