Bias-variance games We use optional cookies to improve your experience on our websites, such as through social media connections, and to display personalized advertising based on your online activity. If you reject optional cookies, only cookies necessary to provide you the services will be used....
We model the interaction of two firms choosing learning algorithms as a game, and analyze its equilibria in terms of the resolution of the bias-variance tradeoffs faced by the players. We show that competition can lead to strange phenomena—for example, reducing the error incurred by a firm’...
Selected Topics On Continuous-Time Controlled Markov Chains And Markov Gamesdoi:10.1142/9781848168497_0005Tomás PrietoRumeauOnésimo HernándezLerma
Instead of solving (1) directly, we consider a closely related but more general root-finding problem. Throughout the paper, we consider the Euclidean space\(\mathbb {R}^{N}\)and the problem of finding\(x\in \mathbb {R}^{N}\)such that $$ \begin{array}{@{}rcl@{}} 0 &= Rx :...