domains / families / science / aistats-experiments

aistats-experiments

separate

Use when designing or auditing AISTATS experiments, simulations, baselines, statistical tests, uncertainty estimates, ablations, random seeds, hyperparameters, compute, dataset handling, and claim-to-evidence fit, with emphasis on experiments that validate theorems rather than chase leaderboards.

When to use

• designing AISTATS experiments
• auditing AISTATS experiments
• validating theorems
• designing simulations
• selecting baselines
• estimating uncertainty
• designing ablations
• checking claim-to-evidence fit

When not to use

• chasing leaderboards

Skill page

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