conftrace_

hyperparameter estimation

7 papers

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Co-occurring keywords

gaussian process (1200) empirical baye (44) kernel methods (1097) cross validation (31) importance sampling (318) map estimation (43) generalization error (285) particle filter (86) bayesian regression (25) bayesian filtering (13)

Papers

Gaussian Process Parameter Estimation Using Mini-batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits JMLR 2022
Stochastic Gradient Descent in Correlated Settings: A Study on Gaussian Processes NIPS 2020
Principled Selection of Hyperparameters in the Latent Dirichlet Allocation Model JMLR 2018
Dual-Space Analysis of the Sparse Linear Model NIPS 2012
A Marginalized Particle Gaussian Process Regression NIPS 2012
Tighter PAC-Bayes Bounds NIPS 2006
Gaussian Processes for Signal Strength-Based Location Estimation RSS 2006