论文阅读笔记

推荐系统：

Personalized Ranking with Pairwise Factorization Machine

Learning and Transferring IDs Representation in E-commerce

Deep Interest Evolution Network for click through rate prediction

Deep Interest Network for click - through rate prediction

Field-aware Factorization Machines for ctr prediction

Attentive collaborative filtering: multimedia recommendation with item and component level attention

Entire Space Multi-task model: an effective approach for estimating post-click rate

AFM

XDeepFM

BPR

FM

PARAFAC

DeepFM

 

深度学习&机器学习：

A Hitchhiker's Guide on Distibuted Training of Deep Neural Network

staleness-aware Async-SGD for distributed deep learning

Faster asynchronous sgd

Model accuracy and runtime tradeoff in distributed deep learning: a systematic study

Explore and exploit

GRU

FTRL

Automatic Database Management System Tuning Through Large-scale Machine Learn

基于参数配置的超算系统优化研究

DeepCoder:Learning to write programs

A framework for classifying competition-style programs using multi-instance learning

A poor performance discovery of college students based on behavior pattern

XGBoost

WordToVec