Table of Contents
Research Track Papers
- A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction, 预测工作流动性
- A Memory-Efficient Sketch Method for Estimating High Similarities in Streaming Sets, 流式数据集的相似索引, MinHash -> MaxLogHash
- A Minimax Game for Instance based Selective Transfer Learning, 阿里, 博弈论迁移学习,可以用到文本检索和推荐
Applied Data Science Track Papers
- https://www.kdd.org/kdd2019/accepted-papers/view/150-successful-machine-learning-models-6-lessons-learned-at-booking.com
- A Deep Value-network Based Approach for Multi-Driver Order Dispatching
- A User-Centered Concept Mining System for Query and Document Understanding at Tencent
- AlphaStock: Buying Winners and Selling Losers in Deep
- Applying Deep Learning To Airbnb Search
- Auto-Keras: An Efficient Neural Architecture Search System
- AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications
- Bid Optimization by Multivariable Control in Display Advertising
- Combining Decision Trees and Neural Networks forLearning-to-Rank in Personal Search
- Machine Learning at Microsoft with ML.NET
- Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction
- Pythia: AI assisted code completion system
- Real-time Attention Based Look-alike Model for Recommender System
- Real-World Product Deployment of Adaptive Push Notification Scheduling on Smartphones
- TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank