New York was able to snap a six-game losing streak, thanks in part to 15 assists from Felton.
The Wizards got 22 points from Nick Young as they lost for the third time in four games overall and saw their away record drop to 0-21.
Rashard Lewis contributed 20 points, John Wall added 18 points, nine assists and seven rebounds, and JaVale McGee had 15 points and 10 rebounds for Washington.
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