Thank you, I am flattered. Most likely the census taker spelled their name for them so don't think that they spelled it like that.
I have done more searching for them in the 1900, NY State 1905 census, and the 1910 census with my "magic" searching methods but no luck. If you have their children's birth certificates, it might list the address of the parents on there. I am not familar enough with NY birth certificates to know if they have address of the parents on them but if they do, you can search by address on the census.
If they do post them and hopefully we can find them that way.