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· 2022

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cs.LG 1

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2026 1

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Matryoshka Concept Bottleneck Models

cs.LG · 2026-05-20 · unverdicted · novelty 6.0

MCBM nests concepts hierarchically to enable multi-granularity inference in a single model, reducing expected intervention costs to O(log K) with monotonic performance gains.

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  • Matryoshka Concept Bottleneck Models cs.LG · 2026-05-20 · unverdicted · none · ref 12

    MCBM nests concepts hierarchically to enable multi-granularity inference in a single model, reducing expected intervention costs to O(log K) with monotonic performance gains.