G-protein-coupled receptors (GPCRs) represent an important group of targets for pharmaceutical therapeutics. The completion of the human genome revealed a large number of putative GPCRs. However, theâ€¦ (More)

In this work, we extend the applicability of regret minimization to pricing financial instruments, following the work of [10]. More specifically, we consider pricing a type of exotic option called aâ€¦ (More)

This lecture discusses the problem of allocating ad slots given search queries, where the advertisers have constrained budgets, and the search queries arrive online. An online algorithm is taskedâ€¦ (More)

We price various financial instruments, which are classified as exotic options, using the regret bounds of an online algorithm. In addition, we derive a general result, which upper bounds the priceâ€¦ (More)

We study regret minimization bounds in which the dependence on the number of experts is replaced by measures of the realized complexity of the expert class. The measures we consider are defined inâ€¦ (More)

MOTIVATION
Many secretory proteins are synthesized as inactive precursors that must undergo post-translational proteolysis in order to mature and become active. In the current study, we address theâ€¦ (More)

In this work we lower bound the individual sequence anytime regret of a large family of online algorithms. This bound depends on the quadratic variation of the sequence, $$Q_T$$ Q T , and theâ€¦ (More)

This work examines online linear optimization with full information and switching costs (SCs) and focuses on regret bounds that depend on properties of the loss sequences. The SCs considered areâ€¦ (More)