information gain

On the Efficiency of Data Collection for Crowdsourced Classification IJCAI 2018 LightGBM: A Highly Efficient Gradient Boosting Decision Tree NeurIPS 2017 Near-optimal Bayesian Active Learning with Correlated and Noisy Tests AISTATS 2017 A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016 Information-Driven Adaptive Structured-Light Scanners CVPR 2016 The Next Best Underwater View CVPR 2016 Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015 Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NeurIPS 2015 Two-Stage Focused Inference for Resource-Constrained Collision-Free Navigation RSS 2015 Appearance-based Active, Monocular, Dense Reconstruction for Micro Aerial Vehicles RSS 2014 Information-based learning by agents in unbounded state spaces NeurIPS 2014 Learning to Optimize via Information-Directed Sampling NeurIPS 2014 Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NeurIPS 2014 Transfer Learning Decision Forests for Gesture Recognition JMLR 2014 Context-sensitive active sensing in humans NeurIPS 2013 Entropy Search for Information-Efficient Global Optimization JMLR 2012 SFO: A Toolbox for Submodular Function Optimization JMLR 2010 An Extensive Empirical Study of Feature Selection Metrics for Text Classification JMLR 2003