Physical Sciences › Engineering › Electrical and Electronic Engineering
Electric Power Systems and Control
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Latest papers
- On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves
Reza Sameni · 15 April 2026
We study the geometry of Receiver Operating Characteristic (ROC) and Precision-Recall (PR) curves in binary classification problems. The key finding is that many of the most commonly used binary classification metrics are merely functions of the composition function $G := F_p \circ F_n^{-1}$, where …
- Provable optimal transport with transformers: The essence of depth and prompt engineering
Hadi Daneshmand · 19 December 2025
Despite their empirical success, the internal mechanism by which transformer models align tokens during language processing remains poorly understood. This paper provides a mechanistic and theoretical explanation of token alignment in LLMs. We first present empirical evidences showing that, in machi…
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