{"total":17,"rows":[{"id":"2206.08450","title":"Active Fairness Auditing","created":"2022-06-16","cited_by_count":27,"area":null},{"id":"2204.00043","title":"Efficient Active Learning with Abstention","created":"2022-03-31","cited_by_count":22,"area":null},{"id":"2303.02535","title":"Streaming Active Learning with Deep Neural Networks","created":"2023-03-05","cited_by_count":20,"area":null},{"id":"2207.02357","title":"Instance-optimal PAC Algorithms for Contextual Bandits","created":"2022-07-05","cited_by_count":16,"area":null},{"id":"2105.06499","title":"Improved Algorithms for Agnostic Pool-based Active Classification","created":"2021-05-13","cited_by_count":15,"area":null},{"id":"2210.08367","title":"Active Learning with Neural Networks: Insights from Nonparametric Statistics","created":"2022-10-15","cited_by_count":13,"area":null},{"id":"2312.09196","title":"Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation","created":"2023-12-14","cited_by_count":8,"area":null},{"id":"2410.08000","title":"AHA: Human-Assisted Out-of-Distribution Generalization and Detection","created":"2024-10-10","cited_by_count":7,"area":null},{"id":"2110.14864","title":"Selective Sampling for Online Best-arm Identification","created":"2021-10-28","cited_by_count":6,"area":null},{"id":"2302.04441","title":"Multi-task Representation Learning for Pure Exploration in Linear Bandits","created":"2023-02-09","cited_by_count":6,"area":null},{"id":"2206.15204","title":"Data-Efficient Learning via Minimizing Hyperspherical Energy","created":"2022-06-30","cited_by_count":4,"area":null},{"id":"2211.02233","title":"Improved Adaptive Algorithm for Scalable Active Learning with Weak Labeler","created":"2022-11-04","cited_by_count":4,"area":null},{"id":"2106.11220","title":"Corruption Robust Active Learning","created":"2021-06-21","cited_by_count":3,"area":null},{"id":"2412.06079","title":"Learning from Snapshots of Discrete and Continuous Data Streams","created":"2024-12-08","cited_by_count":2,"area":null},{"id":"2310.15411","title":"Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach","created":"2023-10-23","cited_by_count":1,"area":null},{"id":"2506.17607","title":"Towards Fundamental Limits for Active Multi-distribution Learning","created":"2025-06-21","cited_by_count":1,"area":null},{"id":"2306.02808","title":"Deep Active Learning with Structured Neural Depth Search","created":"2023-06-05","cited_by_count":0,"area":null}],"next_cursor":null}