Well, I installed the "nvidia-modprobe" package and that seems to solve the 
problem.
$ lsmod | grep nvi
nvidia_uvm             34855  0 
nvidia              10728519  41 nvidia_uvm
drm                   310919  3 nvidia

Definitely when the nvidia drive is installed then  "nvidia-modprobe"
should be automatically installed as a dependency.

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You received this bug notification because you are a member of Desktop
Packages, which is subscribed to nvidia-graphics-drivers-331 in Ubuntu.
https://bugs.launchpad.net/bugs/1361207

Title:
  [xorg-edgers] nvidia-graphics-drivers-331 and newer should recommend
  nvidia-modprobe

Status in “nvidia-graphics-drivers-331” package in Ubuntu:
  Confirmed

Bug description:
  nvidia-modprobe allows non-root users to load NVIDIA kernel modules and it 
creates the respective device entries. This is important for CUDA users as they 
would otherwise have to run a workaround script to load the kernel modules and 
create the device entries. This is documented here:
  
http://developer.download.nvidia.com/compute/cuda/6_5/rel/docs/CUDA_Getting_Started_Linux.pdf
 -> 4.8 Verification

  Because of this newer nvidia-graphics-drivers packages (331 and newer)
  should at least recommend nvidia-modprobe. Furthermore the nvidia-
  modprobe is not available from xorg-edgers. Utopic includes an nvidia-
  modprobe package though.

To manage notifications about this bug go to:
https://bugs.launchpad.net/ubuntu/+source/nvidia-graphics-drivers-331/+bug/1361207/+subscriptions

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