I've BIOS v1.08, model SF314-51 bought with v1.07, updated from win10 reinstalled before trying again to install linux.
EFI boot with Secure Boot enabled. I've installed this iso generating bootable USB from another machine with Lubuntu 16.04: https://drive.google.com/open?id=0ByTrmXeeLg0PcWllYzg3OE5idDQ
If you need further informations feel free to ask!!
Temporarly i'm not upgrading anything, i'm using fresh OS installation without apt-get upgrade.
I've installed LAMP stack, nodejs, npm, nvm, chromium, postman, atom editor and so on. It works like a charm!