Data cleaning, transfer learning, overfitting, ensembling, and more. (more…)

Terry Tao entitled his 2006 Fields Medal Lecture  "The Dichotomy between structure and randomness" and state the Structure Theorem: Every ob... (more…)

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of... (more…)

Machine Learning allows you to get better insights from your data. But where is most of the structured data stored? In databases! Today, in order to use machine learning with data in a relational database, you need to develop a custom application to read ... (more…)

This paper investigates the question of legal liability for the consequences of decisions made by machine learning technology rather than by humans, although we...