Would you stay in a hostel? There are some good ones in Amsterdam. Look for Stay Ok hostel. I stayed there when I was visiting the city in 2016,and it was a very nice experience.
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also a good option instead of airbnb^
no private room but clean + you do sleep closer to conference and city