conftrace_

student-t likelihood

3 papers

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Co-occurring keywords

robust regression (79) gaussian process regression (133) gaussian process (1200) approximate inference (253) bayesian optimization (624) expectation propagation (86) laplace approximation (70) outlier detection (319) markov chain monte carlo (725) hyperparameter optimization (406)

Papers

Practical Bayesian optimization in the presence of outliers AISTATS 2018
Robust Gaussian Process Regression with a Student- Likelihood JMLR 2011
Gaussian process regression with Student-t likelihood NIPS 2009