Teacher Supervision, Fixed Representations and Calibration: Exact Risk Calculations for Candidate-Scoring Decision Models

arXiv:2610.26797 · stat.ML, cs.CL, cs.LG, q-fin.RM · Submitted 2026-10-19 · Read on arXiv

stat.ML, cs.CL, cs.LG, q-fin.RM

Submitted: 2026-10-19

Updated: 2026-10-19

Comments: 18 pages, 3 figures, 4 tables. Code in ancillary files

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Calibration — 1× in this paper · explained in 9 episodes

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