conftrace_

validation performance

4 papers

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Co-occurring keywords · papers mentioning both

hyperparameter tuning (2) computation budget (1) experimental reporting (1) experimental evaluation (1) tuning curve (1) expected validation performance (1) experimental methodology (1) confidence band (1) distribution-free method (1) statistical estimator (1)

Papers

Show Your Work with Confidence: Confidence Bands for Tuning Curves NAACL 2024 LAVA: Data Valuation without Pre-Specified Learning Algorithms ICLR 2023 Expected Validation Performance and Estimation of a Random Variable’s Maximum EMNLP 2021 Show Your Work: Improved Reporting of Experimental Results EMNLP 2019