{"total":15,"rows":[{"id":"2411.00247","title":"Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond","created":"2024-10-31","cited_by_count":9,"area":null},{"id":"2409.18842","title":"Classical Statistical (In-Sample) Intuitions Don't Generalize Well: A Note on Bias-Variance Tradeoffs, Overfitting and Moving from Fixed to Random Designs","created":"2024-09-27","cited_by_count":5,"area":null},{"id":"2506.23286","title":"Not All Explanations for Deep Learning Phenomena Are Equally Valuable","created":"2025-06-29","cited_by_count":3,"area":null},{"id":"2411.07554","title":"Exogenous Randomness Empowering Random Forests","created":"2024-11-12","cited_by_count":2,"area":null},{"id":"2504.12860","title":"When do Random Forests work?","created":"2025-04-17","cited_by_count":2,"area":null},{"id":"2404.01832","title":"When does Subagging Work?","created":"2024-04-02","cited_by_count":1,"area":null},{"id":"2506.15643","title":"Revisiting Randomization in Greedy Model Search","created":"2025-06-18","cited_by_count":1,"area":null},{"id":"2509.17180","title":"Regularizing Extrapolation in Causal Inference","created":"2025-09-21","cited_by_count":1,"area":null},{"id":"2602.13104","title":"Random Forests as Statistical Procedures: Design, Variance, and Dependence","created":"2026-02-13","cited_by_count":1,"area":null},{"id":"2407.05108","title":"The Role of Depth, Width, and Tree Size in Expressiveness of Deep Forest","created":"2024-07-06","cited_by_count":0,"area":null},{"id":"2505.03393","title":"Prediction Models That Learn to Avoid Missing Values","created":"2025-05-06","cited_by_count":0,"area":null},{"id":"2604.10469","title":"Exact Finite-Sample Variance Decomposition of Subagging: A Spectral Filtering Perspective","created":"2026-04-12","cited_by_count":0,"area":null},{"id":"2605.21167","title":"A Rigorous, Tractable Measure of Model Complexity","created":"2026-05-20","cited_by_count":0,"area":null},{"id":"2605.26675","title":"CART Random Forests as Sequential Allocation over Random Opportunity Sets: A Stochastic-Control Theory of Ensemble Risk","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2607.26964","title":"Feature Bagging Provides Stability","created":"2026-07-29","cited_by_count":0,"area":null}],"next_cursor":null}