Journal of Data Efficiency

Articles

• How Many Driving Positions Can Be Omitted? A Trajectory-Anchor Audit on KITTI

  Owen Mason, Sean Douglas, James Harrison (Author)

  e563

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• Neighborhood Breadth and Median Aggregation in a Beijing PM2.5 Withholding Study

  Nathan Green, Jacob Johnston, Evan Anderson (Author)

  e585

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• More Examples, More Competitors: The Reference-Photo Budget in Closed-Set Face Matching

  George Wells, Henry Collins, Ryan King (Author)

  e587

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• Which Seconds Were Observed? Reference-Trajectory Gaps and Distance-Rate Summaries

  Kevin Evans, Joseph Foster, James Harrison (Author)

  e602

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• Ten Times the Fitting Images, Slightly Worse Completion: A Fixed-Rank MNIST Study

  Bradley Nelson, Gabriel Stone, James Harrison (Author)

  e608

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• The Price of Labeling Only Severity Endpoints in Image-Quality Calibration

  Vincent Knight, Arthur Lawson, Gavin Bell (Author)

  e621

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• More Aggregate Ratings for a Metadata-Only Image-Score Predictor

  Gregory Griffin, Ian Lawson, Evan Anderson (Author)

  e627

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• How Many Released Runs Preserve a Game-Benchmark Ranking?

  Scott Hall, Dominic Hall, Matthew Fisher (Author)

  e639

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• Three Tests, Often One Input Shape: A Static Audit of MBPP Examples

  Jack Barker, Nicholas Warren, James Harrison (Author)

  e655

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• More Calibration Tokens Change Group Choices, with an Uncertain Loss Benefit

  Julian Griffin, Jacob Murphy, Benjamin Lewis (Author)

  e686

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