A hyperparameter-free angular kernel scan framework detects marginal distributional shifts in HDLSS regimes with theoretical guarantees under cross-coordinate mixing.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
UNVERDICTED 2representative citing papers
Contract Scoring applies adaptive nearest neighbors on ensemble trees to grade enterprise contracts by historical peers, yielding letter grades and reported revenue gains at Databricks.
citing papers explorer
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High-Dimensional Change-Point Detection via Angular Kernel Statistics
A hyperparameter-free angular kernel scan framework detects marginal distributional shifts in HDLSS regimes with theoretical guarantees under cross-coordinate mixing.
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Algorithmic Contract Design at Scale: Adaptive Peer Comparison for Enterprise Pricing
Contract Scoring applies adaptive nearest neighbors on ensemble trees to grade enterprise contracts by historical peers, yielding letter grades and reported revenue gains at Databricks.