{"total":26,"rows":[{"id":"2202.02414","title":"OMLT: Optimization & Machine Learning Toolkit","created":"2022-02-04","cited_by_count":35,"area":null},{"id":"2111.04469","title":"Mixed-Integer Optimization with Constraint Learning","created":"2021-11-04","cited_by_count":31,"area":null},{"id":"2103.15965","title":"Strong Optimal Classification Trees","created":"2021-03-29","cited_by_count":28,"area":null},{"id":"2110.02121","title":"Optimization with Constraint Learning: A Framework and Survey","created":"2021-10-05","cited_by_count":28,"area":null},{"id":"2201.10035","title":"Maximizing information from chemical engineering data sets: Applications to machine learning","created":"2022-01-25","cited_by_count":17,"area":null},{"id":"2201.09932","title":"Learning Optimal Fair Classification Trees: Trade-offs Between Interpretability, Fairness, and Accuracy","created":"2022-01-24","cited_by_count":15,"area":null},{"id":"2207.00879","title":"Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces","created":"2022-07-02","cited_by_count":14,"area":null},{"id":"2111.03140","title":"Multi-Objective Constrained Optimization for Energy Applications via Tree Ensembles","created":"2021-11-04","cited_by_count":12,"area":null},{"id":"2108.13628","title":"Learning Optimal Prescriptive Trees from Observational Data","created":"2021-08-31","cited_by_count":10,"area":null},{"id":"2203.07505","title":"Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems","created":"2022-03-14","cited_by_count":9,"area":null},{"id":"2209.10997","title":"Counterfactual Explanations Using Optimization With Constraint Learning","created":"2022-09-22","cited_by_count":8,"area":null},{"id":"2104.10751","title":"Rule Generation for Classification: Scalability, Interpretability, and Fairness","created":"2021-04-21","cited_by_count":4,"area":null},{"id":"2311.01742","title":"Global Optimization: A Machine Learning Approach","created":"2023-11-03","cited_by_count":4,"area":null},{"id":"2209.09404","title":"Machine Learning-Augmented Optimization of Large Bilevel and Two-stage Stochastic Programs: Application to Cycling Network Design","created":"2022-09-20","cited_by_count":3,"area":null},{"id":"2503.05574","title":"BARK: A Fully Bayesian Tree Kernel for Black-box Optimization","created":"2025-03-07","cited_by_count":3,"area":null},{"id":"2211.10502","title":"A Mathematical Programming Approach to Optimal Classification Forests","created":"2022-11-18","cited_by_count":2,"area":null},{"id":"2310.17772","title":"Learning Optimal Classification Trees Robust to Distribution Shifts","created":"2023-10-26","cited_by_count":2,"area":null},{"id":"2505.23640","title":"Global optimization of graph acquisition functions for neural architecture search","created":"2025-05-29","cited_by_count":2,"area":null},{"id":"2112.07007","title":"Optimizing over an ensemble of neural networks","created":"2021-12-13","cited_by_count":1,"area":null},{"id":"2201.04429","title":"Constraint Learning to Define Trust Regions in Predictive-Model Embedded Optimization","created":"2022-01-12","cited_by_count":1,"area":null},{"id":"2202.10944","title":"Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data","created":"2022-02-16","cited_by_count":1,"area":null},{"id":"2302.14744","title":"Tight Mixed-Integer Optimization Formulations for Prescriptive Trees","created":"2023-02-28","cited_by_count":1,"area":null},{"id":"2408.16890","title":"Robotic warehousing operations: a learn-then-optimize approach to large-scale neighborhood search","created":"2024-08-29","cited_by_count":1,"area":null},{"id":"2506.03531","title":"Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees","created":"2025-06-04","cited_by_count":1,"area":null},{"id":"2601.19595","title":"Intersectional Fairness via Mixed-Integer Optimization","created":"2026-01-27","cited_by_count":1,"area":null},{"id":"2604.11507","title":"Deep Learning for Sequential Decision Making under Uncertainty: Foundations, Frameworks, and Frontiers","created":"2026-04-13","cited_by_count":0,"area":null}],"next_cursor":null}