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active learning

1295 papers

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Also known as

ALR AL AL OR NULL

Co-occurring keywords

text classification (6776) semi-supervised learning (2331) uncertainty sampling (67) uncertainty quantification (1365) gaussian process (1198) online learning (1770) transfer learning (5442) label complexity (58) sample complexity (1158) bayesian inference (1904)

Papers

Learning Intelligent Dialogs for Bounding Box Annotation CVPR 2018
Active Nearest-Neighbor Learning in Metric Spaces JMLR 2018
Active Learning for Interactive Neural Machine Translation of Data Streams CONLL 2018
Learning to Actively Learn Neural Machine Translation CONLL 2018
Active Tolerant Testing COLT 2018
Efficient active learning of sparse halfspaces COLT 2018
Robust Active Label Correction AISTATS 2018
Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss NIPS 2018
Learning How to Actively Learn: A Deep Imitation Learning Approach ACL 2018
Query K-means Clustering and the Double Dixie Cup Problem NIPS 2018
Visual Supervision in Bootstrapped Information Extraction EMNLP 2018
Discovering Interpretable Representations for Both Deep Generative and Discriminative Models ICML 2018
On the Relationship between Data Efficiency and Error for Uncertainty Sampling ICML 2018
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018
Lean Multiclass Crowdsourcing CVPR 2018
Safe Active Learning for Time-Series Modeling with Gaussian Processes NIPS 2018
An Adaptive Strategy for Active Learning with Smooth Decision Boundary ALT 2018
Extracting Commonsense Properties from Embeddings with Limited Human Guidance ACL 2018
Active learning for deep semantic parsing ACL 2018
Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus ACL 2018
The Power of Ensembles for Active Learning in Image Classification CVPR 2018
Interactive Algorithms: Pool, Stream and Precognitive Stream JMLR 2018
Cost-Effective Active Learning from Diverse Labelers IJCAI 2017
Active Learning from Peers NIPS 2017
Noise-Tolerant Interactive Learning Using Pairwise Comparisons NIPS 2017