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Gradient is All You Need ?, 2023

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

years

2026 1 2023 1

verdicts

UNVERDICTED 2

representative citing papers

Bridging Spherical Black-Box Optimizers

cs.LG · 2026-06-24 · unverdicted · novelty 6.0

Unifies ES, CBO, and OVI black-box optimizers via two design axes and proposes hybrid methods that outperform base algorithms on benchmarks.

Consensus-Based Optimization with Truncated Noise

math.OC · 2023-10-25 · unverdicted · novelty 6.0

Truncating noise in CBO bounds higher moments of the particle law and enables a rigorous proof of convergence in expectation to the global minimizer via Wasserstein-2 distance analysis under minimal assumptions.

citing papers explorer

Showing 2 of 2 citing papers.

  • Bridging Spherical Black-Box Optimizers cs.LG · 2026-06-24 · unverdicted · none · ref 30

    Unifies ES, CBO, and OVI black-box optimizers via two design axes and proposes hybrid methods that outperform base algorithms on benchmarks.

  • Consensus-Based Optimization with Truncated Noise math.OC · 2023-10-25 · unverdicted · none · ref 43

    Truncating noise in CBO bounds higher moments of the particle law and enables a rigorous proof of convergence in expectation to the global minimizer via Wasserstein-2 distance analysis under minimal assumptions.