ml 17
- Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
- More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
- An Empirical Evaluation of Thompson Sampling
- Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time
- Deep Neural Networks for YouTube Recommendations
- Field-aware Factorization Machines for CTR Prediction
- Factorization Machines
- BPR: Bayesian Personalized Ranking from Implicit Feedback
- Collaborative Filtering with Recurrent Neural Networks
- LINE: Large-scale Information Network Embedding
- DeepWalk: Online Learning of Social Representations
- Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works
- 机器学习笔记 - 1x1CNN
- Tensorflow - LSTM and PTB-Word-LM
- Tensorflow - Deep MNIST for Experts
- Tensorflow - MNIST For ML Beginners
- Tensorflow - 新的开始