No. The PSP file system (FAT16/32 on Memory Stick) has no recycle bin / trash folder. Deletion is immediate and permanent.
Recovery Options (Low Success):
Prevention: Backup saves to PC / PS3 / Cloud (PS+) regularly. Use "Copy" not "Move" when transferring.