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Diffusion maps for group-invariant manifolds,

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Group-invariant Coresets for Data-efficient Active Learning

eess.IV · 2026-07-01 · unverdicted · novelty 6.0

GRINCO performs acquisition in the quotient space induced by a transformation group using invariant embeddings or canonical representatives, pairs it with orbit-averaged loss, derives a generalization bound, and reports better orbit coverage and label efficiency than standard coresets on synthetic a

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  • Group-invariant Coresets for Data-efficient Active Learning eess.IV · 2026-07-01 · unverdicted · none · ref 50

    GRINCO performs acquisition in the quotient space induced by a transformation group using invariant embeddings or canonical representatives, pairs it with orbit-averaged loss, derives a generalization bound, and reports better orbit coverage and label efficiency than standard coresets on synthetic a