Brier
PulseAugur coverage of Brier — every cluster mentioning Brier across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Gemini brand mentions show durability over 20 days in pre-registered test
A pre-registered study tested the durability of brand mentions in Gemini's responses over a 20-day period. The research found that forecasts based on historical mention rates performed well, outperforming simpler predic…
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New CORD adapter preserves top-1 predictions in post-hoc calibration
Researchers have introduced CORD (Calibrator-Output Repair for Top-1 Decision Preservation), a novel post-fit adapter designed to improve post-hoc calibration in machine learning models. CORD ensures that while confiden…
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New Focal Calibration Loss aims to improve classifier probability accuracy
Researchers have introduced Focal Calibration Loss (FCL), a novel objective for deep neural classifiers designed to improve confidence calibration in probability outputs. FCL integrates a squared probability-error term …