When a spacecraft or probe is sent to explore Mars or do flybys of one of Saturn’s moons, it stays in constant contact with mission control back on Earth, where scientists recalculate and adjust as ne...

We introduce a machine-learning framework to learn the hyperparameter sequence of first-order methods (e.g., the step sizes in gradient descent) to quickly solve parametric convex optimization problem...

This work investigates stepsize-based acceleration of gradient descent with {\em anytime} convergence guarantees. For smooth (non-strongly) convex optimization, we propose a stepsize schedule that all...

The 18th INFORMS Computing Society (ICS) Conference welcomes you to Toronto, Canada. We invite researchers, practitioners, and innovators to come together and share insights at the cutting edge where...

See a list of the 2025 recipients of the U.S. Department of the Navy's Young Investigator Program.