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20142023
most citedBayesian model selection consistency and oracle inequality with intractable marginal likelihood

15 citations · 45 across the 10 of their papers we have counts for

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math.ST2014★ 10 cited

Optimal Bayesian estimation in random covariate design with a rescaled Gaussian process prior

Debdeep Pati, Anirban Bhattacharya, Guang Cheng

In Bayesian nonparametric models, Gaussian processes provide a popular prior choice for regression function estimation. Existing literature on the theoretical investigation of the…