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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 Active Learning from Data NIPS 2017
Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces NIPS 2017
Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions NIPS 2017
Question Asking as Program Generation NIPS 2017
Multilinear Hyperplane Hashing CVPR 2016
Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint NIPS 2016
Lightly Supervised Quality Estimation COLING 2016
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks ICML 2016
Minimizing Annotation Effort for Adaptation of Speech-Activity Detection Systems INTERSPEECH 2016
Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models INTERSPEECH 2016
The Solution Path Algorithm for Identity-Aware Multi-Object Tracking CVPR 2016
Active Learning for Delineation of Curvilinear Structures CVPR 2016
Active Learning Algorithms for Graphical Model Selection AISTATS 2016
No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing ICML 2016
Actively Learning Hemimetrics with Applications to Eliciting User Preferences ICML 2016
Budgeted stream-based active learning via adaptive submodular maximization NIPS 2016
Active Nearest-Neighbor Learning in Metric Spaces NIPS 2016
Active Learning with Oracle Epiphany NIPS 2016
Search Improves Label for Active Learning NIPS 2016
Pairwise Decomposition of Image Sequences for Active Multi-View Recognition CVPR 2016
Active Image Segmentation Propagation CVPR 2016
TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks COLING 2016
Detecting Repeating Objects Using Patch Correlation Analysis CVPR 2016
Active Learning from Imperfect Labelers NIPS 2016
PAC Lower Bounds and Efficient Algorithms for The Max K-Armed Bandit Problem ICML 2016