This is what works for me:
1. Right click the Minecraft.exe from the minecraft website
2. Click Properties
3. Click the Compatibility tab
4. Where it says Compatibility mode, check 'Run this program in compatibility mode for:'
5. Click the drop down bar and select Windows 2000.
6. Select Apply and start Minecraft!
If this doesn't work then your stuck playing in browser sorry lulz.