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Active Learning

1,911 papers

Papers per year

4
20
39
156
120
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Papers

PLAL: Cluster-based active learning COLT 2013
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem COLT 2013
Simultaneous Active Learning of Classifiers & Attributes via Relative Feedback CVPR 2013
Fine-Grained Crowdsourcing for Fine-Grained Recognition CVPR 2013
Adaptive Active Learning for Image Classification CVPR 2013
Collaborative Active Learning of a Kernel Machine Ensemble for Recognition ICCV 2013
Model Recommendation with Virtual Probes for Egocentric Hand Detection ICCV 2013
Active Visual Recognition with Expertise Estimation in Crowdsourcing ICCV 2013
Attribute Pivots for Guiding Relevance Feedback in Image Search ICCV 2013
Active Learning of an Action Detector from Untrimmed Videos ICCV 2013
From Semi-supervised to Transfer Counting of Crowds ICCV 2013
A Convex Optimization Framework for Active Learning ICCV 2013
Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization ICML 2013
Multiple Identifications in Multi-Armed Bandits ICML 2013
Optimal rates for stochastic convex optimization under Tsybakov noise condition ICML 2013
Active Learning for Multi-Objective Optimization ICML 2013
Efficient Active Learning of Halfspaces: an Aggressive Approach ICML 2013
Adaptive Task Assignment for Crowdsourced Classification ICML 2013
Efficient Semi-supervised and Active Learning of Disjunctions ICML 2013
Generic Exploration and K-armed Voting Bandits ICML 2013
Sequential Bayesian Search ICML 2013
Activized Learning with Uniform Classification Noise ICML 2013
Joint Transfer and Batch-mode Active Learning ICML 2013
Breaking the Small Cluster Barrier of Graph Clustering ICML 2013
Top-k Selection based on Adaptive Sampling of Noisy Preferences ICML 2013