Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Tool
HORIZON: A Benchmark for in-the-wild User Behavior Modeling
This repository provides the code to construct the HORIZON benchmark — a large-scale, cross-domain benchmark built by refactoring the popular Amazon-Reviews 2023 dataset for evaluating sequential recommendation and user behavior modeling. We do not release…
Podcast
Abstracts: Zero-shot models in single-cell biology with Alex Lu
The emergence of foundation models has sparked interest in applications to single-cell biology, but when tested in zero-shot settings, they underperform compared to simpler methods. Alex Lu shares insights on why more research on AI…
Podcast
Abstracts: Aurora with Megan Stanley and Wessel Bruinsma
A new Nature paper explores Aurora, an AI model that redefines weather prediction with application to other environmental domains such as tropical cyclones. Hear from senior researchers Megan Stanley and Wessel Bruinsma as they share…
