Published inTowards AIPlug-and-Play Reinforcement Learning for Real-Time Forecast RecalibrationUpdating legacy ARMA sales models with a PPO residual corrector — no full retrain requiredMay 12A response icon2May 12A response icon2
Published inData Science CollectiveInstant Reinforcement Learning Adaptation via Distilled Rollout PlanningFusing Imitation and Mental Models in Transformers for Rapid Task MasteryMay 10A response icon2May 10A response icon2
Published inTowards AIDistill-then-Detect: A Practical Framework for Error-Aware Machine LearningLeveraging Teacher Uncertainty, Student Distillation, and Conformal Calibration to Diagnose and Flag High-Risk PredictionsMay 6A response icon4May 6A response icon4
Published inData Science CollectiveFrom Game Theory to Self‑Learning: Two Lenses on Tariff WarfareRevisiting Citi’s Two‑Stage Model and a MARL‑Based Framework for Bilateral Tariff FightMay 4A response icon3May 4A response icon3
Published inTowards AIFrom Static to Dynamic: Evolving Bayesian Network Thinking for Real-World ApplicationsApplied Bayesian Networks: Bridging Theory, Modeling, and Forecasting in PracticeMay 2A response icon1May 2A response icon1
Published inData Science CollectiveResidual-Tail Boosting: A Fast Post-Training Add-On for Extra Accuracy in Tree EnsemblesA Practical Error-Correction Method Using Adaptive Residual Deltas with Minimal ComputeApr 30A response icon3Apr 30A response icon3
Published inTowards AIHybrid Attention for Binary Sequence ForecastingCombining n-Gram Embeddings, Count-Aware Self-Attention, and Recency-Weighted ARMA for Multi-Horizon Distributional PredictionsApr 28A response icon1Apr 28A response icon1
Published inTowards AIDesigning Customized and Dynamic Prompts for Large Language ModelsA Practical Comparison of Context-Building, Templating, and Orchestration Techniques Across Modern LLM FrameworksApr 26A response icon1Apr 26A response icon1
Published inData Science CollectiveComparing Binary Forecasting Methods for Financial Time SeriesEvaluating CDF‑Based Trees…IntroductionApr 24A response icon1Apr 24A response icon1
Published inTowards AIA Novel and Practical Meta‑Booster for Supervised LearningA Stacking‑Enhanced Margin‑Space Framework for Dynamic, Loss‑Driven Ensemble Updates in Classification and RegressionApr 20Apr 20
