http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Introduction and problem statement -- Overview of methods and history -- Mathematical tools -- Bisection in one dimension -- Online gradient descent -- Self-concordant regularisation -- Linear and quadratic bandits -- Exponential weights -- Cutting plane methods -- Online Newton step -- Online Newton step for adversarial losses -- Gaussian optimistic smoothing -- Submodular minimisation -- Outlook.
Includes bibliographical references and index.