Month: November 2024
The Changing Role of Mathematics in Machine Learning Research
What is the Role of Mathematics in Modern Machine Learning? The past decade has witnessed a shift in how progress is made in machine ...
A foundation model for geospatial inference
The relationships between a population of people, their health outcomes, and their local contexts can be very complex. Nevertheless, developing an understanding of these ...
Can algorithms make tournament cheating obsolete?
Our work proposes a different rule that slightly, but still not optimally, reduces the potential gains from manipulation. The theoretical rule we propose identifies ...
Mapping the ionosphere with the power of Android
The ionosphere is a swirling sea of charged particles that lies in Earth’s upper atmosphere. The ions accumulate when solar radiation collides with atmospheric ...
Virtual Personas for Language Models via an Anthology of Backstories – The Berkeley Artificial Intelligence Research Blog
We introduce Anthology, a method for conditioning LLMs to representative, consistent, and diverse virtual personas by generating and utilizing naturalistic backstories with rich details ...
Towards a unified model for predicting human responses to diverse visual content
Human attention is intricately linked with and shapes decision-making behavior, such as subjective preferences and ratings. Yet prior research has often studied these in ...
An improved flood forecasting AI model, trained and evaluated globally
Climate & Sustainability
Relationships are complicated! An analysis of relationships between datasets on the Web
Results We compare the performance of the four methods on manually annotated ground truth data, then apply the best-performing method to a large corpus ...
