When Descent Is Too Stable: Event-Triggered Hamiltonian Learning to Optimize
arXiv:2605.06868v1 Announce Type: new
Abstract: Fixed-budget nonconvex optimization can fail not because local descent is unstable, but because it is too stable: after reaching a nearby stationary point, an optimizer may spend the remaining evaluation…