Interpretability

Mapping paradigm ontologies to and from the brain NeurIPS 2013 Object-Centric Anomaly Detection by Attribute-Based Reasoning CVPR 2013 Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation ICCV 2013 Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively NeurIPS 2013 Sorry Dave, I'm Afraid I Can't Do That: Explaining Unachievable Robot Tasks Using Natural Language RSS 2013 Burn-in, bias, and the rationality of anchoring NeurIPS 2012 Projection Retrieval for Classification NeurIPS 2012 A Bayesian Framework for Figure-Ground Interpretation NeurIPS 2010 An Efficient Explanation of Individual Classifications using Game Theory JMLR 2010 Dimensionality Estimation, Manifold Learning and Function Approximation using Tensor Voting JMLR 2010 How to Explain Individual Classification Decisions JMLR 2010 Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics NeurIPS 2010 Reading Tea Leaves: How Humans Interpret Topic Models NeurIPS 2009 Interpreting the neural code with Formal Concept Analysis NeurIPS 2008 Learning Horn Expressions with LOGAN-H JMLR 2007 Spam Filtering Using Statistical Data Compression Models JMLR 2006 Preference Elicitation via Theory Refinement JMLR 2003