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@ishida-lab

Machine Evaluation and Learning @ UTokyo

We are a sub-group of Machine Learning and Statistical Data Analysis Lab (mslab) in UTokyo, with a focus on machine evaluation and learning (MEAL).

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  1. irreducible irreducible Public

    [ICLR 2023] Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification

    Python 22

  2. iw-dpo iw-dpo Public

    [TMLR 2025] Importance Weighting for Aligning Language Models under Deployment Distribution Shift

    Python 5

  3. capbencher capbencher Public

    CapBencher toolkit: Give your LLM benchmark a built-in alarm for leakage and gaming

    Python 5 1

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