| The familiarity hypothesis: Explaining the behavior of deep open set methods | 0 | 0.34 | 2022 |
| Anomaly and Novelty Detection, Explanation, and Accommodation (ANDEA) | 0 | 0.34 | 2021 |
| Confidence Calibration for Domain Generalization under Covariate Shift. | 0 | 0.34 | 2021 |
| A Unifying Review of Deep and Shallow Anomaly Detection | 17 | 0.75 | 2021 |
| Discovering Anomalies by Incorporating Feedback from an Expert | 2 | 0.36 | 2020 |
| Anomaly Detection In The Presence Of Missing Values For Weather Data Quality Control | 0 | 0.34 | 2019 |
| Three-quarter Sibling Regression for Denoising Observational Data. | 0 | 0.34 | 2019 |
| Benchmarking Neural Network Robustness to Common Corruptions and Perturbations. | 28 | 0.72 | 2019 |
| Deep Anomaly Detection with Outlier Exposure. | 0 | 0.34 | 2019 |
| Robust Artificial Intelligence and Robust Human Organizations. | 2 | 0.37 | 2019 |
| Computational sustainability: computing for a better world and a sustainable future | 2 | 0.40 | 2019 |
| Benchmarking Neural Network Robustness to Common Corruptions and Perturbations. | 0 | 0.34 | 2019 |
| Anomaly Detection in the Presence of Missing Values. | 0 | 0.34 | 2018 |
| Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations. | 4 | 0.39 | 2018 |
| Open Category Detection with PAC Guarantees. | 6 | 0.42 | 2018 |
| Can We Achieve Open Category Detection with Guarantees? | 0 | 0.34 | 2018 |
| Efficient Exploration for Constrained MDPs. | 0 | 0.34 | 2018 |
| Deep Anomaly Detection with Outlier Exposure. | 17 | 0.56 | 2018 |
| Factoring Exogenous State for Model-Free Monte Carlo. | 0 | 0.34 | 2017 |
| Three New Algorithms to Solve N-POMDPs. | 0 | 0.34 | 2017 |
| Interactive visualization for testing Markov Decision Processes: MDPVIS. | 0 | 0.34 | 2017 |
| Fast Optimization of Wildfire Suppression Policies with SMAC. | 0 | 0.34 | 2017 |
| Steps Toward Robust Artificial Intelligence. | 7 | 0.45 | 2017 |
| Incorporating Expert Feedback Into Active Anomaly Discovery | 4 | 0.38 | 2016 |
| Finite Sample Complexity of Rare Pattern Anomaly Detection. | 1 | 0.36 | 2016 |
| Who speaks for AI? | 1 | 0.34 | 2015 |
| α-min: A Compact Approximate Solver For Finite-Horizon POMDPs. | 0 | 0.34 | 2015 |
| Progressive Abstraction Refinement for Sparse Sampling. | 0 | 0.34 | 2015 |
| Facilitating testing and debugging of Markov Decision Processes with interactive visualization | 3 | 0.44 | 2015 |
| Improving Automated Email Tagging with Implicit Feedback. | 0 | 0.34 | 2015 |
| PAC optimal MDP planning with application to invasive species management. | 0 | 0.34 | 2015 |
| Learnability of the Superset Label Learning Problem. | 10 | 0.61 | 2014 |
| Reconstructing Velocities of Migrating Birds from Weather Radar - A Case Study in Computational Sustainability. | 0 | 0.34 | 2014 |
| Active lmitation learning: formal and practical reductions to I.I.D. learning | 2 | 0.37 | 2014 |
| Detecting insider threats in a real corporate database of computer usage activity | 32 | 1.23 | 2013 |
| PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs. | 4 | 0.42 | 2013 |
| Zero-Shot Learning and Detection of Teeth in Images of Bat Skulls | 0 | 0.34 | 2013 |
| Approximate Inference in Collective Graphical Models. | 14 | 0.94 | 2013 |
| Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games | 8 | 0.57 | 2012 |
| An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration | 6 | 0.41 | 2012 |
| Active Imitation Learning via Reduction to I.I.D. Active Learning | 7 | 0.53 | 2012 |
| Integrating learning from examples into the search for diagnostic policies | 4 | 0.40 | 2011 |
| Learning Rules from Incomplete Examples via Implicit Mention Models. | 4 | 0.51 | 2011 |
| Inverting Grice's Maxims to Learn Rules from Natural Language Extractions. | 8 | 0.57 | 2011 |
| Learning Probabilistic Behavior Models in Real-Time Strategy Games. | 32 | 1.47 | 2011 |
| Machine learning in ecosystem informatics and sustainability | 6 | 0.56 | 2009 |
| Detecting and correcting user activity switches: algorithms and interfaces | 20 | 0.86 | 2009 |
| Learning non-redundant codebooks for classifying complex objects | 44 | 1.80 | 2009 |
| An Ensemble Learning and Problem Solving Architecture for Airspace Management. | 0 | 0.34 | 2009 |
| Discovering frequent work procedures from resource connections | 14 | 0.72 | 2009 |
