From 8022de2a863e193df8296bcb9b289e1e769555a5 Mon Sep 17 00:00:00 2001
From: James Hensman <james.hensman@gmail.com>
Date: Wed, 22 Jan 2014 16:24:03 +0000
Subject: [PATCH] lots of messing with the sparse inference method

---
 GPy/inference/latent_function_inference/dtcvar.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/GPy/inference/latent_function_inference/dtcvar.py b/GPy/inference/latent_function_inference/dtcvar.py
index 7a956a9a..d65a1758 100644
--- a/GPy/inference/latent_function_inference/dtcvar.py
+++ b/GPy/inference/latent_function_inference/dtcvar.py
@@ -35,10 +35,9 @@ class DTCVar(object):
     def inference(self, Kmm, Kmn, Knn_diag, likelihood, Y):
 
         num_inducing, num_data = Kmn.shape
-        const_jitter = np.eye(num_inducing) * self.const_jitter
 
         #factor Kmm # TODO: cache?
-        _Lm = jitchol(Kmm + _const_jitter)
+        _Lm = jitchol(Kmm)
 
         # The rather complex computations of A
         if has_uncertain_inputs: