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Active Learning

1,911 papers

Papers per year

4
20
39
156
120
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Papers

Online Decision Mediation NIPS 2022
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes NIPS 2022
Active Exploration for Inverse Reinforcement Learning NIPS 2022
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge NIPS 2022
Phase transitions in when feedback is useful NIPS 2022
LOG: Active Model Adaptation for Label-Efficient OOD Generalization NIPS 2022
Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning NIPS 2022
Bayesian Active Learning with Fully Bayesian Gaussian Processes NIPS 2022
Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels NIPS 2022
Eliciting Thinking Hierarchy without a Prior NIPS 2022
Are all Frames Equal? Active Sparse Labeling for Video Action Detection NIPS 2022
Ask4Help: Learning to Leverage an Expert for Embodied Tasks NIPS 2022
Human-AI Collaborative Bayesian Optimisation NIPS 2022
Active Bayesian Causal Inference NIPS 2022
Active Labeling: Streaming Stochastic Gradients NIPS 2022
Multi-Fidelity Best-Arm Identification NIPS 2022
Active Learning Through a Covering Lens NIPS 2022
Active Learning Polynomial Threshold Functions NIPS 2022
Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation NIPS 2022
Deep Active Learning by Leveraging Training Dynamics NIPS 2022
Improved Algorithms for Neural Active Learning NIPS 2022
Active Learning Helps Pretrained Models Learn the Intended Task NIPS 2022
Universal Rates for Interactive Learning NIPS 2022
Optimizing Data Collection for Machine Learning NIPS 2022
Few-Shot Continual Active Learning by a Robot NIPS 2022