The Summer Undergraduate Applied Mathematics Institute (SUAMI) is an eight-week summer research program for undergraduate students. The goals of the SUAMI are twofold: (1) to expose students to the ...

At first glance, recent news stories may appear to spell doom for the polling industry. Instead of asking real people for their opinions, some companies are asking artificial intelligence what people ...

Language models often repeat themselves and fall back on stereotypical answers after training. Verbalized Sampling is a simple prompt technique designed to make AI responses less repetitive.

One of the coolest things about generative AI models — both large language models (LLMs) and diffusion-based image generators — is that they are "non-deterministic." That is, despite their reputation ...

Abstract: A hypergraph is a mathematical structure capable of representing complex relationships among multiple entities, with widespread applications. However, as the size of hypergraphs continues to ...

When is it appropriate to completely reinvent the wheel? To an outsider, that seems to happen a lot in category theory, and probability theory isn’t spared from this treatment. We’ve had a useful ...

Sampling from a given probability distribution is fundamental across various disciplines, including physics, signal processing, and artificial intelligence. In recent years, the ascendancy of flow, ...

Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States ...