Platt scaling
PulseAugur coverage of Platt scaling — every cluster mentioning Platt scaling across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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LLM uncertainty quantification research explores calibration for reliable answers
Two research papers explore methods for improving the reliability of answers generated by large language models (LLMs), particularly in question-answering tasks. The first paper introduces A-CRC-QA, a post-hoc calibrati…
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IDRAAK framework uses few-shot prompting for semantic drift detection
A new framework called IDRAAK has been developed to detect semantic drift in technical requirements, which can occur during translation and alter critical numerical or modal information. The framework utilizes a languag…
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New KAISEN pipeline enhances fairness auditing for clinical AI models
Researchers have developed KAISEN, a novel five-phase audit pipeline designed to improve the reproducibility and reliability of fairness assessments in clinical risk models. The pipeline addresses subgroup stratificatio…
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New SLC Method Corrects Per-Item Bias in Knowledge Tracing Models
Researchers have developed a new method called State-space Logit Correction (SLC) to address per-item bias in deployed knowledge-tracing models. This bias, arising from architectural limitations and shifts in item prope…