The shooting occurred on Thursday night on a street with many bars and restaurants.
According to the police, the shooter is still at large, Haaretz writes.
The motive for the shooting is unknown.
In recent weeks, there have been several bloody acts in Israel.
On March 29, five people were shot dead in the city of Bnei Brak, near Tel Aviv.
Two days earlier, two border police officers were shot dead in the northern city of Hadera.
On March 22, four people were killed and several others injured when a knife-wielding man attacked Beersheba in southern Israel.
On April 2, Israeli forces killed three members of the militant extremist movement Islamic Jihad during a raid on the occupied West Bank.