38 citations · 121 across the 18 of their papers we have counts for
3 papers · 1 filter
Personalized Pricing Decisions Through Adversarial Risk Analysis
Daniel García Rasines, Roi Naveiro, David Ríos Insua +1
Pricing decisions stand out as one of the most critical tasks a company faces, particularly in today's digital economy. As with other business decision-making problems, pricing unf…
Manipulating hidden-Markov-model inferences by corrupting batch data
William N. Caballero, Jose Manuel Camacho, Tahir Ekin +1
Time-series models typically assume untainted and legitimate streams of data. However, a self-interested adversary may have incentive to corrupt this data, thereby altering a decis…
Simulation Based Bayesian Optimization
Roi Naveiro, Becky Tang
Bayesian Optimization (BO) is a powerful method for optimizing black-box functions by combining prior knowledge with ongoing function evaluations. BO constructs a probabilistic sur…