most citedA Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function

2 citations · 2 across the 2 of their papers we have counts for

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2 papers

stat.ML2012★ 2 cited

A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function

Pedro A. Ortega, Jordi Grau-Moya, Tim Genewein +2

We propose a novel Bayesian approach to solve stochastic optimization problems that involve finding extrema of noisy, nonlinear functions. Previous work has focused on representing…

q-bio.NC2012

Metabolic cost as an organizing principle for cooperative learning

David Balduzzi, Pedro A Ortega, Michel Besserve

This paper investigates how neurons can use metabolic cost to facilitate learning at a population level. Although decision-making by individual neurons has been extensively studied…