Update variational_inference.py

JaxGaussianProcesses · Jan 8, 2023 · 42cae0a · 42cae0a
1 parent 3bbc8cb
commit 42cae0a
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/gpjax/variational_inference.py b/gpjax/variational_inference.py
@@ -142,7 +142,7 @@ 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