Neel Somani points out that while artificial intelligence may look like it runs on data and algorithms, its real engine is optimization.

The Optimization, Data, and Decision Science (ODDS) Lab, established in late 2023 under the leadership of Dr. Ilgin Acar, represents a dynamic hub for cutting-edge research at the intersection of ...

This course discusses basic convex analysis (convex sets, functions, and optimization problems), optimization theory (linear, quadratic, semidefinite, and geometric programming; optimality conditions ...

Using services like ChatGPT or Microsoft Copilot can sometimes seem like magic—to the point it can be easy to forget about the advanced science running behind the scenes of any artificial intelligence ...

In the past few years, researchers have turned increasingly to data science techniques to aid problem-solving in organic synthesis. The software adapts key principles of Bayesian Optimization (BO) to ...

Discover how Group Relative Policy Optimization (GRPO) works with a clear breakdown of the core formula and working Python ...

At UT Computer Science, undergraduate students receive a rigorous educational experience, with options to pursue more than 50 courses that span the full spectrum of topics in modern computer science.

Data transfer optimization software, Falcon, that was developed by Computer Science and Engineering Ph.D. student MD Arifuzzaman has been selected by the National Science Foundation (NSF) for $450,000 ...