Gradient descent reliably finds depth- and gate-optimal circuits for generic unitaries
The episode discusses a paper showing that gradient descent reliably finds depth- and gate-optimal circuits for generic unitaries by choosing the correct circuit skeleton upfront. Hosts discuss how this method avoids previous failures caused by bad skeletons, using graph theory to design skeletons that avoid hidden symmetries, which makes optimization tractable.