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predict-then-optimize

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HowardLiYH / RISP

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Regime-Invariant Specialist Pools (RISP): reward-independent specialist retention + episode-invariant decision-focused training for non-stationary markets. Theory, 11-arm experiments, three papers — honest nulls included. Companion to GAUSE.

machine-learning reproducible-research portfolio-optimization quantitative-finance online-learning multi-agent-learning continual-learning catastrophic-forgetting mixture-of-experts regime-switching invariant-learning decision-focused-learning predict-then-optimize
  • Updated Jun 11, 2026
  • TeX

EigenCharlie / Paper_CRPTO

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CRPTO — Conformal Robust Predict-Then-Optimize. Methodological pair (conformal prediction + robust portfolio optimization) applied to credit risk on Lending Club 2007-2020. Master's thesis paper, Quarto book and reproducible pipeline. Academic single-author, static dataset, not for production.

master-thesis reproducible-research portfolio-optimization robust-optimization pyomo lending-club catboost credit-risk quarto conformal-prediction dvc mlflow mapie model-risk-management predict-then-optimize
  • Updated Jun 14, 2026
  • Python

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