Unsolved Problems in Machine Learning Safety

Machine learning (ML) systems are rapidly increasing in size, are acquiring
new capabilities, and are increasingly deployed in high-stakes settings. As
with other powerful technologies, safety for ML should be a leading research
priority. In response to e… Read more

Read full article

Similar

Machine Learning Recipes by Google Developers (YouTube)

Using Machine Learning to Predict Value of Homes on Airbnb

Data products have always been an instrumental part of Airbnb’s service. However, we have long recognized that it’s costly to make data products. For example, personalized search ranking enables… (more…)

Best Machine Learning Books (Updated for 2020)

The list of the best machine learning & deep learning books for 2020. (more…)

Developing Custom Machine Learning Algorithms in PySpark

This blog post introduces several improvements to PySpark that facilitate the development of custom ML algorithms and 3rd-party ML packages using Python. After introducing the main algorithm APIs in MLlib, we discuss current challenges in building custom ... (more…)

Machine Learning Overview: Understanding the ‘Gold Rush’

Iflexion looks at the machine learning state in 2020, dissecting its history and all the AI hype surrounding this family of technologies. (more…)

Latest News

Glasgow Willy Wonka extravaganza turned into a worldwide farce thanks to AI [video]

Jax_sourceror: Turn jitted Jax functions back into Python source code

The Debate over “Understanding” in AI’s Large Language Models [video]