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Active Learning

1,911 papers

Papers per year

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Papers

Active Nearest-Neighbor Learning in Metric Spaces NIPS 2016
Active Learning with Oracle Epiphany NIPS 2016
Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing NIPS 2016
Search Improves Label for Active Learning NIPS 2016
Clustering with Same-Cluster Queries NIPS 2016
Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint NIPS 2016
Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition NIPS 2016
Active Learning from Imperfect Labelers NIPS 2016
Non-stochastic Best Arm Identification and Hyperparameter Optimization AISTATS 2016
A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning AISTATS 2016
Improved Learning Complexity in Combinatorial Pure Exploration Bandits AISTATS 2016
Active Learning Algorithms for Graphical Model Selection AISTATS 2016
Incrementally Learning a Dependency Parser to Support Language Documentation in Field Linguistics COLING 2016
Lightly Supervised Quality Estimation COLING 2016
TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks COLING 2016
On the capacity of information processing systems COLT 2016
Interactive Algorithms: from Pool to Stream COLT 2016
Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning With Humans in the Loop CVPR 2016
Active Image Segmentation Propagation CVPR 2016
Detecting Repeating Objects Using Patch Correlation Analysis CVPR 2016
Pairwise Decomposition of Image Sequences for Active Multi-View Recognition CVPR 2016
The Solution Path Algorithm for Identity-Aware Multi-Object Tracking CVPR 2016
Multilinear Hyperplane Hashing CVPR 2016
Large Scale Hard Sample Mining With Monte Carlo Tree Search CVPR 2016
Active Learning for Delineation of Curvilinear Structures CVPR 2016