3 citations · 7 across the 10 of their papers we have counts for
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cs.IT2024
Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis
Alexei Kaltchenko
This paper investigates the uncertainty of Generative Pre-trained Transformer (GPT) models in extracting mathematical equations from images of varying resolutions and converting th…
cs.IT2012★ 3 cited
Nearest-neighbor Entropy Estimators with Weak Metrics
Evgeniy Timofeev, Alexei Kaltchenko
A problem of improving the accuracy of nonparametric entropy estimation for a stationary ergodic process is considered. New weak metrics are introduced and relations between metric…