Interpretability

A Novel Risk-Estimation-Theoretic Framework for Speech Enhancement in Nonstationary and Non-Gaussian Noise Conditions Interspeech 2016 A Progressive Explanation of Inference in ‘Hybrid’ Bayesian Networks for Supporting Clinical Decision Making PGM 2016 Chinese Preposition Selection for Grammatical Error Diagnosis COLING 2016 Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making NeurIPS 2016 Convex Regression with Interpretable Sharp Partitions JMLR 2016 Cooperative Graphical Models NeurIPS 2016 Correcting Forecasts with Multifactor Neural Attention ICML 2016 Data Selection for Within-Class Covariance Estimation Interspeech 2016 Examples are not enough, learn to criticize! Criticism for Interpretability NeurIPS 2016 Graying the black box: Understanding DQNs ICML 2016 Interpretable Distribution Features with Maximum Testing Power NeurIPS 2016 Interpretable Nonlinear Dynamic Modeling of Neural Trajectories NeurIPS 2016 Inverting Visual Representations With Convolutional Networks CVPR 2016 Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development Interspeech 2016 Measuring Neural Net Robustness with Constraints NeurIPS 2016 Monotonic Calibrated Interpolated Look-Up Tables JMLR 2016 Part-Stacked CNN for Fine-Grained Visual Categorization CVPR 2016 Preterm Birth Prediction: Stable Selection of Interpretable Rules from High Dimensional Data MLHC 2016 RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism NeurIPS 2016 Synthesizing the preferred inputs for neurons in neural networks via deep generator networks NeurIPS 2016 Textual Entailment with Structured Attentions and Composition COLING 2016 The LRP Toolbox for Artificial Neural Networks JMLR 2016 WordForce: Visualizing Controversial Words in Debates COLING 2016 3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach CVPR 2015 A Consistent Method for Graph Based Anomaly Localization AISTATS 2015