Learning_to_Rank.md

Machine learning papers.

List of papers read un/read

Learning To Rank

• RankNet Learning to Rank using Gradient Descent
• LambdaMart Learning to Rank with Nonsmooth Cost Functions
• From RankNet to LambdaRank to LambdaMART: An Overview
• Adapting Bboosting for Information Retrieval Measures
• XGBoost: A Scalable Tree Boosting System
• FairPair: Minimally Invasive Randomization for Collecting Unbiased Preferences from Clickthrough Logs
• Beyond Position Bias: Examining Result Attractiveness as a Source of Presentation Bias in Clickthrough Data
• Learning to Rank Social Update Streams

Ads click prediction

• Ad Click Prediction: a View from the Trenches
• Practical Lessons from Predicting Clicks on Ads at Facebook
• Click-through Prediction for Advertising in Twitter Timeline

Others

• Personalized Federated Search at LinkedIn

• Sequence to Sequence Learning with Neural Networks

• Quick Access: Building a Smart Experience for Google Drive 45189.pdf

• Machine Learning Debt

• Whats your ML score