Important machine learning papers
- Top 10 algorithms in data mining - While it is difficult to identify the top 10, this paper contains 10 very important data mining/machine learning algorithms
- A Few Useful Things to Know about Machine Learning - Just like the title says, it contains many useful tips and gotchas for machine learning
- Random Forests - The initial paper on random forests