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%20stands%20at%20the%20intersection%20of%20traditional%20optimization%20and%20machine%20learning%2C%20utilizing%20the%20capabilities%20of%20machine%20learning%20to%20enhance%20conventional%20optimization%20techniques.%20As%20real-world%20optimization%20problems%20frequently%20share%20common%20structures%2C%20L2O%20provides%20a%20tool%20to%20exploit%20these%20structures%20for%20better%20or%20faster%20solutions.%20This%20tutorial%20dives%20deep%20into%20L2O%20techniques%2C%20introducing%20how%20to%20accelerate%20optimization%20algorithms%2C%20promptly%20estimate%20the%20solutions%2C%20or%20even%20reshape%20the%20optimization%20problem%20itself%2C%20making%20it%20more%20adaptive%20to%20real-world%20applications.%20By%20considering%20the%20prerequisites%20for%20successful%20applications%20of%20L2O%20and%20the%20structure%20of%20the%20optimization%20problems%20at%20hand%2C%20this%20tutorial%20provides%20a%20comprehensive%20guide%20for%20practitioners%20and%20researchers%20alike.)
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