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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

The Label Complexity of Mixed-Initiative Classifier Training ICML 2016
e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem JMLR 2016
Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning With Humans in the Loop CVPR 2016
Interactive Algorithms: from Pool to Stream COLT 2016
Model Adaptation and Active Learning in the BBN Speech Activity Detection System for the DARPA RATS Program INTERSPEECH 2016
Achieving budget-optimality with adaptive schemes in crowdsourcing NIPS 2016
Anytime Exploration for Multi-armed Bandits using Confidence Information ICML 2016
Refined Error Bounds for Several Learning Algorithms JMLR 2016
On the capacity of information processing systems COLT 2016
JCLAL: A Java Framework for Active Learning JMLR 2016
An Active Search Strategy for Efficient Object Class Detection CVPR 2015
Hierarchical Label Queries with Data-Dependent Partitions COLT 2015
S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification COLT 2015
A Compression Technique for Analyzing Disagreement-Based Active Learning JMLR 2015
Ultra-Scalable and Efficient Methods for Hybrid Observational and Experimental Local Causal Pathway Discovery JMLR 2015
Minimax Analysis of Active Learning JMLR 2015
Sequential Information Maximization: When is Greedy Near-optimal? COLT 2015
Efficient Learning of Linear Separators under Bounded Noise COLT 2015
Dynamic Sensing: Better Classification under Acquisition Constraints ICML 2015
Active Transfer Learning With Zero-Shot Priors: Reusing Past Datasets for Future Tasks ICCV 2015
Introducing Geometry in Active Learning for Image Segmentation ICCV 2015
Submodularity in Data Subset Selection and Active Learning ICML 2015
Active Nearest Neighbors in Changing Environments ICML 2015
Landmarking Manifolds with Gaussian Processes ICML 2015
Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph CVPR 2015