Active Learning

Online Graph Completion: Multivariate Signal Recovery in Computer Vision CVPR 2017 Online multiclass boosting NeurIPS 2017 Opportunistic Active Learning for Grounding Natural Language Descriptions CoRL 2017 Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks CVPR 2017 Phonological Feature Based Mispronunciation Detection and Diagnosis Using Multi-Task DNNs and Active Learning Interspeech 2017 Predicting the Quality of Short Narratives from Social Media IJCAI 2017 Question Asking as Program Generation NeurIPS 2017 Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces NeurIPS 2017 Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions NeurIPS 2017 Scalable Generalized Linear Bandits: Online Computation and Hashing NeurIPS 2017 Scaling Active Search using Linear Similarity Functions IJCAI 2017 Self-Crowdsourcing Training for Relation Extraction ACL 2017 Some Properties of Batch Value of Information in the Selection Problem (Extended Abstract) IJCAI 2017 The Impact of Typicality for Informative Representative Selection CVPR 2017 The Power of Random Counterexamples ALT 2017 Towards Intelligent Crowdsourcing for Audio Data Annotation: Integrating Active Learning in the Real World Interspeech 2017 Trading off Rewards and Errors in Multi-Armed Bandits AISTATS 2017 Tutorial: Making Better Use of the Crowd ACL 2017 Unsupervised Sequential Sensor Acquisition AISTATS 2017 Achieving budget-optimality with adaptive schemes in crowdsourcing NeurIPS 2016 Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models Interspeech 2016 Active Image Segmentation Propagation CVPR 2016 Active Learning Algorithms for Graphical Model Selection AISTATS 2016 Active Learning for Delineation of Curvilinear Structures CVPR 2016 Active Learning from Imperfect Labelers NeurIPS 2016