Developing novel mathematical programming and heuristic algorithms for clinical decisions. Advancing stochastic models to improve personalized screening policies.
Understanding why deep learning optimization works — not just that it works — is one of the fundamental open questions in machine learning theory…....
Last-mile delivery — the final leg of a package’s journey from warehouse to doorstep — accounts for a disproportionate share of logistics costs …...
At the heart of nearly every modern AI system is an optimization algorithm trying to find the best parameters in a vast, complex landscape full of rid…...