Merge branch 'master' of github.com:JaxGaussianProcesses/GPJax

JaxGaussianProcesses · Jan 9, 2023 · 0bd609d · 0bd609d
2 parents 1f46413 + 3a40bac
commit 0bd609d
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/gpjax/variational_inference.py b/gpjax/variational_inference.py
@@ -153,7 +153,7 @@ def q_moments(x):
         log_prob = vmap(lambda f, y: link_function(params["likelihood"], f).log_prob(y))
 
         # ≈ ∫[log(p(y|f(x))) q(f(x))] df(x)
-        expectation = gauss_hermite_quadrature(log_prob, mean, variance, y=y)
+        expectation = gauss_hermite_quadrature(log_prob, mean, jnp.sqrt(variance), y=y)
 
         return expectation