split conformal prediction
PulseAugur coverage of split conformal prediction — every cluster mentioning split conformal prediction across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New research quantifies cost of per-class coverage under distribution shift
Researchers have characterized the cost of achieving valid per-class coverage in recognition systems when distribution shift occurs between training and testing data. They found that while split conformal prediction mai…
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New research advances conformal prediction for uncertainty quantification · 8 sources tracked
Researchers have developed new theoretical frameworks and computational methods to enhance conformal prediction, a technique for quantifying uncertainty in machine learning models. One paper proposes an optimal data spl…
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New research questions conformal prediction metrics and proposes tail-specific guarantees
Two new research papers explore advancements and critical evaluations within conformal prediction. The first paper introduces a method for constructing prediction intervals with specific guarantees for both upper and lo…
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AI agents' credential exfiltration detected via activation probes
Researchers have developed new methods to detect when AI agents might be exfiltrating sensitive credentials. One approach uses activation probes to identify credential access before the agent even outputs information. A…