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Active Learning

1,911 papers

Papers per year

4
20
39
156
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Papers

An LP for Sequential Learning Under Budgets AISTATS 2014
Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014
From Categories to Individuals in Real Time -- A Unified Boosting Approach CVPR 2014
Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes CVPR 2014
Hierarchical Subquery Evaluation for Active Learning on a Graph CVPR 2014
Incremental Activity Modeling and Recognition in Streaming Videos CVPR 2014
Similarity Comparisons for Interactive Fine-Grained Categorization CVPR 2014
Active Frame, Location, and Detector Selection for Automated and Manual Video Annotation CVPR 2014
Active Annotation Translation CVPR 2014
Active Sampling for Subjective Image Quality Assessment CVPR 2014
Active Detection via Adaptive Submodularity ICML 2014
Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014
Near-Optimally Teaching the Crowd to Classify ICML 2014
Optimal PAC Multiple Arm Identification with Applications to Crowdsourcing ICML 2014
Gaussian Process Classification and Active Learning with Multiple Annotators ICML 2014
Local algorithms for interactive clustering ICML 2014
Nonmyopic ε-Bayes-Optimal Active Learning of Gaussian Processes ICML 2014
Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014
Efficient Algorithms for Robust One-bit Compressive Sensing ICML 2014
Hard-Margin Active Linear Regression ICML 2014
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows ICML 2014
Active Transfer Learning under Model Shift ICML 2014
Programming by Feedback ICML 2014
Active Learning of Parameterized Skills ICML 2014
Active Learning Using Smooth Relative Regret Approximations with Applications JMLR 2014