Sep 4, 2020

No free lunch theorm


  • No-free-lunch-theorem, so focus on finding the right problem

  • don’t spend time incrementally improving the algorithm — 35 years life lesson of an ML researcher

Reference: Does-every-paper-in-machine-learning-introduce-a-new-algorithm - Sridhar-Mahadevan (Adobe Research)

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Gershgorin Theorem