Optimization and SimulationExplores optimization techniques like Metropolis-Hastings and Simulated Annealing through Markov chains and stationary distributions.
Optimization and SimulationCovers optimization and simulation techniques for drawing from multivariate distributions and dealing with correlations.
Optimization methodsCovers optimization methods, focusing on gradient methods and line search techniques.
Multi-arm BanditsDiscusses algorithms for balancing exploration and exploitation in decision-making processes.