Learning the importance of training data under concept drift

Favorite Posted by Nishant Jain, Pre-doctoral Researcher, and Pradeep Shenoy, Research Scientist, Google Research The constantly changing nature of the world around us poses a significant challenge for the development of AI models. Often, models are trained on longitudinal data with the hope that the training data used will accurately

Read More
Shared by Google AI Technology February 14, 2024

DP-Auditorium: A flexible library for auditing differential privacy

Favorite Posted by Mónica Ribero Díaz, Research Scientist, Google Research Differential privacy (DP) is a property of randomized mechanisms that limit the influence of any individual user’s information while processing and analyzing data. DP offers a robust solution to address growing concerns about data protection, enabling technologies across industries and

Read More
Shared by Google AI Technology February 13, 2024

The next chapter of our Gemini era

Favorite We’re bringing Gemini to more Google products. Bard will now be called Gemini, and you can access our most capable AI model, Ultra 1.0, in Gemini Advanced. View Original Source (blog.google/technology/ai/) Here.

Graph neural networks in TensorFlow

Favorite Posted by Dustin Zelle, Software Engineer, Google Research, and Arno Eigenwillig, Software Engineer, CoreML Objects and their relationships are ubiquitous in the world around us, and relationships can be as important to understanding an object as its own attributes viewed in isolation — take for example transportation networks, production

Read More
Shared by Google AI Technology February 6, 2024

A decoder-only foundation model for time-series forecasting

Favorite Posted by Rajat Sen and Yichen Zhou, Google Research Time-series forecasting is ubiquitous in various domains, such as retail, finance, manufacturing, healthcare and natural sciences. In retail use cases, for example, it has been observed that improving demand forecasting accuracy can meaningfully reduce inventory costs and increase revenue. Deep

Read More
Shared by Google AI Technology February 2, 2024

Watch our new Pixel ad ahead of the big game

Favorite Google’s Super Bowl ad shows how Pixel’s Guided Frame helps blind or low vision people take great pictures or selfies. View Original Source (blog.google/technology/ai/) Here.