Changing decoupling capacitor values
Large decoupling capacitors such as those are meant to compensate for larger sags in the supply of the chip. Using a larger value will not hurt.

Don't skimp out on the smaller value decoupling capacitor though, since it's used to filter high-frequency noise from/on the supply; use as close to the prescribed value as possible, otherwise use a 100nF.