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Active Learning

1885 directly classified papers

Papers per year

Papers

CLAIM: curriculum learning policy for influence maximization in unknown social networks UAI 2021
Possibilistic preference elicitation by minimax regret UAI 2021
ThriftyDAgger: Budget-Aware Novelty and Risk Gating for Interactive Imitation Learning CORL 2021
Optimal Algorithms for Range Searching over Multi-Armed Bandits IJCAI 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021
A Hybrid Bandit Framework for Diversified Recommendation AAAI 2021
Multiple Instance Active Learning for Object Detection CVPR 2021
Active multi-fidelity Bayesian online changepoint detection UAI 2021
Towards robust episodic meta-learning UAI 2021
Diversity Enhanced Active Learning with Strictly Proper Scoring Rules NIPS 2021
Fast active learning for pure exploration in reinforcement learning ICML 2021
Active Feature Acquisition with Generative Surrogate Models ICML 2021
Just Label What You Need: Fine-Grained Active Selection for P&P through Partially Labeled Scenes CORL 2021
Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Pragmatic Image Compression for Human-in-the-Loop Decision-Making NIPS 2021
Learning Reward Functions from Scale Feedback CORL 2021
Dueling Bandits with Team Comparisons NIPS 2021
Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech ACL 2021
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning ACL 2021
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning NIPS 2021
Sample Complexity Bounds for Active Ranking from Multi-wise Comparisons NIPS 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency NIPS 2021
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries AAAI 2021
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios NIPS 2021
Parallel Constraint Acquisition AAAI 2021