A gradient-free warm-start library learner attains an amortized-regret separation on recurring-regime streams with recognition cost independent of dimension D.
Persistent memory through triple-loop consolidation in a non-gradient dissipative cognitive architecture.arXiv preprint arXiv:2603.27188, 2026
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Gradient-Free Warm-Start Library Recovery: an Amortized-Regret Separation
A gradient-free warm-start library learner attains an amortized-regret separation on recurring-regime streams with recognition cost independent of dimension D.