{"total":14,"rows":[{"id":"2209.05310","title":"On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models","created":"2022-09-12","cited_by_count":34,"area":null},{"id":"2107.01777","title":"Optimal Binary Classification Beyond Accuracy","created":"2021-07-05","cited_by_count":5,"area":null},{"id":"2209.10307","title":"Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions","created":"2022-09-21","cited_by_count":5,"area":null},{"id":"2505.07367","title":"Generalization Bounds and Stopping Rules for Learning with Self-Selected Data","created":"2025-05-12","cited_by_count":5,"area":null},{"id":"2104.13114","title":"One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning","created":"2021-04-27","cited_by_count":4,"area":null},{"id":"2110.13048","title":"Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data","created":"2021-10-25","cited_by_count":4,"area":null},{"id":"2410.08994","title":"Optimal Downsampling for Imbalanced Classification with Generalized Linear Models","created":"2024-10-11","cited_by_count":2,"area":null},{"id":"2305.16391","title":"Graph-Based Model-Agnostic Data Subsampling for Recommendation Systems","created":"2023-05-25","cited_by_count":1,"area":null},{"id":"2402.15365","title":"Efficient semi-supervised inference for logistic regression under case-control studies","created":"2024-02-23","cited_by_count":1,"area":null},{"id":"2202.08441","title":"Modeling High-Dimensional Data with Unknown Cut Points: A Fusion Penalized Logistic Threshold Regression","created":"2022-02-17","cited_by_count":0,"area":null},{"id":"2404.17925","title":"Accurate and fast anomaly detection in industrial processes and IoT environments","created":"2024-04-27","cited_by_count":0,"area":null},{"id":"2506.10929","title":"On feature selection in double-imbalanced data settings: a Random Forest approach","created":"2025-06-12","cited_by_count":0,"area":null},{"id":"2606.01539","title":"Scalable Counterfactual Risk Estimation for Rare Events in Longitudinal Data","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2610.19351","title":"Subdata Selection for Measurement-Constrained Linear Regression under Model Misspecification","created":"2026-10-14","cited_by_count":0,"area":null}],"next_cursor":null}