Active Learning

Model Adaptation and Active Learning in the BBN Speech Activity Detection System for the DARPA RATS Program Interspeech 2016 Multilinear Hyperplane Hashing CVPR 2016 Non-stochastic Best Arm Identification and Hyperparameter Optimization AISTATS 2016 No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing ICML 2016 Online Stochastic Linear Optimization under One-bit Feedback ICML 2016 On the capacity of information processing systems COLT 2016 PAC Lower Bounds and Efficient Algorithms for The Max K-Armed Bandit Problem ICML 2016 Pairwise Decomposition of Image Sequences for Active Multi-View Recognition CVPR 2016 Pliable Rejection Sampling ICML 2016 Search Improves Label for Active Learning NeurIPS 2016 TextPro-AL: An Active Learning Platform for Flexible and Efficient Production of Training Data for NLP Tasks COLING 2016 The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks ICML 2016 The Label Complexity of Mixed-Initiative Classifier Training ICML 2016 The Solution Path Algorithm for Identity-Aware Multi-Object Tracking CVPR 2016 Volumetric Spanners: An Efficient Exploration Basis for Learning JMLR 2016 A Compression Technique for Analyzing Disagreement-Based Active Learning JMLR 2015 Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances CVPR 2015 Active Learning for Structured Probabilistic Models With Histogram Approximation CVPR 2015 Active Learning from Weak and Strong Labelers NeurIPS 2015 Active Nearest Neighbors in Changing Environments ICML 2015 Active Pointillistic Pattern Search AISTATS 2015 Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph CVPR 2015 Active Transfer Learning With Zero-Shot Priors: Reusing Past Datasets for Future Tasks ICCV 2015 An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NeurIPS 2015 An Active Search Strategy for Efficient Object Class Detection CVPR 2015