The TILOS mission is to make impossible optimizations possible, at scale and in practice. Our research will pioneer learning-enabled optimizations that transform chip design, robotics, networks, and other use domains that are vital to our nation’s health, prosperity, and welfare.
TILOS is a National Science Foundation funded National Artificial Intelligence (AI) Research Institute.
Recorded Talks from the TILOS HOT-AI Workshop
All presentations from last week's Horizons for Optimization in AI Workshop are now available to view!
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Expanding the Use and Scope of AI Diffusion Models
Researchers at the University of California San Diego and other institutions are working on a way to make a type of artificial intelligence (AI) called diffusion models—a type of AI that can generate new content such as images and videos by training on large datasets—more efficient and widely applicable. Currently,…
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Penn Engineering Faculty Appointed to Endowed Positions
TILOS Networks Team co-lead Alejandro Ribeiro, a professor in the departments of electrical & systems engineering and computer & information science at University of Pennsylvania, has been named the Solomon and Sylvia G. Charp Professor of Electrical and Systems Engineering.
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Exploring the Impact of Generative AI on Education, Research and More
TILOS Foundations team member Mikhail (Misha) Belkin is working toward a better understanding of how AI and generative AI models actually work. Belkin gave a talk at UC San Diego's Generative AI Summit arguing that a method known as recursive feature machines—essentially an algorithm that selects features within neural networks…
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