Quasi-newton optimizationCovers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.
Multi-arm BanditsDiscusses algorithms for balancing exploration and exploitation in decision-making processes.
Introduction to AlgorithmsIntroduces algorithms as problem-solving procedures, covering complexity, correctness, and implementation in various languages.
