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Active Learning

1,911 papers

Papers per year

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20
39
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Papers

User-Specified Local Differential Privacy in Unconstrained Adaptive Online Learning NIPS 2019
Cost Effective Active Search NIPS 2019
Discrimination in Online Markets: Effects of Social Bias on Learning from Reviews and Policy Design NIPS 2019
A New Perspective on Pool-Based Active Classification and False-Discovery Control NIPS 2019
Adaptive Influence Maximization with Myopic Feedback NIPS 2019
A Learnable Safety Measure CORL 2019
Nonverbal Robot Feedback for Human Teachers CORL 2019
Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CORL 2019
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks AAAI 2019
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons AAAI 2019
Learning Optimal Strategies to Commit To AAAI 2019
A PAC Framework for Aggregating Agents’ Judgments AAAI 2019
An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search AAAI 2019
Human-in-the-Loop Feature Selection AAAI 2019
Classification with Costly Features Using Deep Reinforcement Learning AAAI 2019
Active Generative Adversarial Network for Image Classification AAAI 2019
Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection AAAI 2019
Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019
Self-Paced Active Learning: Query the Right Thing at the Right Time AAAI 2019
Bounding Uncertainty for Active Batch Selection AAAI 2019
Active Learning of Multi-Class Classification Models from Ordered Class Sets AAAI 2019
Confidence Weighted Multitask Learning AAAI 2019
Iterative Classroom Teaching AAAI 2019
Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach AAAI 2019
Active Mini-Batch Sampling Using Repulsive Point Processes AAAI 2019