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The regularized SAIL-RevKL objective satisfies the Polyak-Lojasiewicz condition within a bounded parameter space and achieves near-linear sample complexity with global convergence guarantees

Machine Learning (Statistics)27 Jul 2026

http://arxiv.org/abs/2606.31524v1