BJP President Rajnath Singh will discuss the issue with former prime minister Atal Bihari Vajpayee and LK Advani.
Last year, the Supreme Court had sentenced Zaheera Sheikh to one-year simple imprisonment.
Three teenagers and a youth were arrested for allegedly robbing off two persons on knifepoint in north Delhi.
The Russian, who ran her clay-court winning streak to 15 matches, fought back and leg injuries in a match lasting nearly three hours.