{"total":19,"rows":[{"id":"2102.07750","title":"A Data Quality-Driven View of MLOps","created":"2021-02-15","cited_by_count":31,"area":null},{"id":"2403.07213","title":"Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits","created":"2024-03-11","cited_by_count":27,"area":null},{"id":"2410.13609","title":"All models are wrong, some are useful: Model Selection with Limited Labels","created":"2024-10-17","cited_by_count":8,"area":null},{"id":"2410.21547","title":"Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning","created":"2024-10-28","cited_by_count":8,"area":null},{"id":"2504.13938","title":"Never Start from Scratch: Expediting On-Device LLM Personalization via Explainable Model Selection","created":"2025-04-15","cited_by_count":8,"area":null},{"id":"2507.23771","title":"Consensus-Driven Active Model Selection","created":"2025-07-31","cited_by_count":8,"area":null},{"id":"2307.12897","title":"Anytime Model Selection in Linear Bandits","created":"2023-07-24","cited_by_count":6,"area":null},{"id":"2404.09494","title":"On the Necessity of Collaboration for Online Model Selection with Decentralized Data","created":"2024-04-15","cited_by_count":6,"area":null},{"id":"2108.06514","title":"Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations","created":"2021-08-14","cited_by_count":5,"area":null},{"id":"2207.06030","title":"Contextual Active Model Selection","created":"2022-07-13","cited_by_count":4,"area":null},{"id":"2207.06355","title":"Contextual Decision Trees","created":"2022-07-13","cited_by_count":2,"area":null},{"id":"2312.07679","title":"Bayesian Online Learning for Consensus Prediction","created":"2023-12-12","cited_by_count":2,"area":null},{"id":"2401.10478","title":"Budgeted Online Model Selection and Fine-Tuning via Federated Learning","created":"2024-01-19","cited_by_count":1,"area":null},{"id":"2605.24981","title":"Large Language Model Selection with Limited Annotations","created":"2026-05-24","cited_by_count":1,"area":null},{"id":"2609.05820","title":"Online Learning with LLM Experts from Limited Feedback","created":"2026-09-05","cited_by_count":1,"area":null},{"id":"2510.09418","title":"Large Language Model Selection with Limited Annotations","created":"2025-10-10","cited_by_count":0,"area":null},{"id":"2609.04388","title":"Candidate Comparability Before Promotion: Conditional Validation in Adaptive Network Intrusion Detection","created":"2026-09-03","cited_by_count":0,"area":null},{"id":"2610.01592","title":"Which LLM to pick? Online Active Model Selection for Large Language Models","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.20514","title":"Bayesian Learning to Select Fair Classifiers","created":"2026-10-14","cited_by_count":0,"area":null}],"next_cursor":null}