Evaluation

On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures NeurIPS 2014 Patch-based Evaluation of Image Segmentation CVPR 2014 The Secrets of Salient Object Segmentation CVPR 2014 A Competitive Test for Uniformity of Monotone Distributions AISTATS 2013 A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration CVPR 2013 Algebraic classifiers: a generic approach to fast cross-validation, online training, and parallel training ICML 2013 Analysis of Scores, Datasets, and Models in Visual Saliency Prediction ICCV 2013 A Stability-based Validation Procedure for Differentially Private Machine Learning NeurIPS 2013 B-test: A Non-parametric, Low Variance Kernel Two-sample Test NeurIPS 2013 Finding the Best from the Second Bests - Inhibiting Subjective Bias in Evaluation of Visual Tracking Algorithms ICCV 2013 Information Complexity in Bandit Subset Selection COLT 2013 Linear decision rule as aspiration for simple decision heuristics NeurIPS 2013 Measures and Meta-Measures for the Supervised Evaluation of Image Segmentation CVPR 2013 On Flat versus Hierarchical Classification in Large-Scale Taxonomies NeurIPS 2013 Precision-recall space to correct external indices for biclustering ICML 2013 Saliency and Human Fixations: State-of-the-Art and Study of Comparison Metrics ICCV 2013 Active Comparison of Prediction Models NeurIPS 2012 Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets AISTATS 2012 One Permutation Hashing NeurIPS 2012 Statistical test for consistent estimation of causal effects in linear non-Gaussian models AISTATS 2012 Active Ranking using Pairwise Comparisons NeurIPS 2011 An Exact Algorithm for F-Measure Maximization NeurIPS 2011 Competitive Closeness Testing COLT 2011 Ranking annotators for crowdsourced labeling tasks NeurIPS 2011 Active Estimation of F-Measures NeurIPS 2010