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Showing 1 to 3 of 3 for “"entropy reduction"”.

  1. An Expected Entropy Reduction (EER) Approach to Target Tracking in Maritime Environment for On-board Camera

    … A sensor planning strategy based on expected entropy reduction (EER) is developed to select optimal sensor field of view (FoV) locations such that the expected entropy reduction is maximized.

    cornell Repository record for An Expected Entropy Reduction (EER) Approach to Target Tracking in Maritime Environment for On-board Camera (opens in a new tab)

  2. Enhancing knowledge distillation in large language models via domain adaptation

    … PubMedQA and BioASQ. We analyze teacher entropy, entropy–performance correlations, and student Expected Calibration Error (ECE) across checkpoints. Our findings reveal three key insights: (1) teacher entropy shifts moderately with deeper DAPT but redistributes most strongly over …

    uiuc Repository record for Enhancing knowledge distillation in large language models via domain adaptation (opens in a new tab)

  3. The effects of character predictability on eye-movement control in reading Mandarin Chinese texts

    … complexity metrics -- character surprisal and entropy reduction -- were computed from the results of the cloze surveys (cf. Lowder et al., 2018) and were used as measures for character predictability. In several analyses, the results showed significant effects for both, suggesting that …

    uiuc Repository record for The effects of character predictability on eye-movement control in reading Mandarin Chinese texts (opens in a new tab)