Resource Allocation and Optimization

Articles

• The Same Bit Budget, Different Errors: Grouping Orientation in a Small Language-Model Checkpoint

  Robert Cooper, Jeremy Hayes, Ryan King (Author)

  e561

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• Nine Disparity Anchors, Two Local Models: Geometry and Appearance Beyond the Fitting Points

  Adrian Barnes, Jeffrey Webb, Benjamin Lewis (Author)

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• When Signal-Guided Retention Loses to Index Coverage: A Character-Profile Budget Study

  Sean Franklin, Patrick Marshall, Benjamin Lewis (Author)

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• Smaller Marginal Gains from Additional Wind Readings in a Held-Year Forecast

  Andrew Franklin, Arthur Allen, Benjamin Lewis (Author)

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• Equal Image Budgets, Different Generator Coverage: An Allocation Experiment with Released Quality Ratings

  Alexander Stewart, Aaron Knight, Paul Lewis (Author)

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• Spend the Observation Budget on the Target: Feature Allocation for Hidden Digit Blocks

  Brandon Franklin, Stephen Young, Ryan King (Author)

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• More Training Steps Do Not Substitute Automatically for Broader Level Exposure: A Procgen Protocol Comparison

  Cameron Richardson, Trevor Gardner, Benjamin Lewis (Author)

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• Cheap Reference Executions Can Hide Expensive Mistakes: A Three-Test Selection Audit

  Simon Hayes, Liam Hall, Evan Anderson (Author)

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• Four References per Person: Pose Coverage as a Gallery-Allocation Choice

  Blake Butler, Michael Coleman, Paul Lewis (Author)

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• When a Small Pilot Misallocates Rating Effort: Equal-Budget Estimation from Public Aesthetic Histograms

  George Dawson, Derek Carter, Ryan King (Author)

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