| Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees | Jun 29, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Calibration of Neural Networks using Splines | Jun 23, 2020 | Decision Makingimage-classification | CodeCode Available | 1 |
| Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes | Jun 19, 2020 | Continual LearningDecision Making | CodeCode Available | 1 |
| Algorithmic Decision Making with Conditional Fairness | Jun 18, 2020 | Decision MakingFairness | CodeCode Available | 1 |
| Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning | Jun 17, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning | Jun 16, 2020 | Decision MakingImage Classification | CodeCode Available | 1 |
| EDGE COVID-19: A Web Platform to generate submission-ready genomes for SARS-CoV-2 sequencing efforts | Jun 15, 2020 | Decision Making | CodeCode Available | 1 |
| Temporal Phenotyping using Deep Predictive Clustering of Disease Progression | Jun 15, 2020 | ClusteringDecision Making | CodeCode Available | 1 |
| Conformal Inference of Counterfactuals and Individual Treatment Effects | Jun 11, 2020 | Decision MakingUncertainty Quantification | CodeCode Available | 1 |
| Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy | Jun 10, 2020 | Decision MakingDensity Ratio Estimation | CodeCode Available | 1 |
| Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains | Jun 7, 2020 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Learning to Model Opponent Learning | Jun 6, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Data-Driven Methods to Monitor, Model, Forecast and Control Covid-19 Pandemic: Leveraging Data Science, Epidemiology and Control Theory | Jun 1, 2020 | Decision MakingEpidemiology | CodeCode Available | 1 |
| Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints | May 27, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading | May 26, 2020 | Decision MakingReading Comprehension | CodeCode Available | 1 |
| NILE : Natural Language Inference with Faithful Natural Language Explanations | May 25, 2020 | Decision MakingNatural Language Inference | CodeCode Available | 1 |
| Visual Memorability for Robotic Interestingness via Unsupervised Online Learning | May 18, 2020 | Decision MakingIncremental Learning | CodeCode Available | 1 |
| Curating a COVID-19 data repository and forecasting county-level death counts in the United States | May 16, 2020 | COVID-19 TrackingDecision Making | CodeCode Available | 1 |
| Neural Collaborative Reasoning | May 16, 2020 | Collaborative FilteringDecision Making | CodeCode Available | 1 |
| Training spiking neural networks using reinforcement learning | May 12, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL | May 10, 2020 | Decision MakingLifelong learning | CodeCode Available | 1 |
| Learning hierarchical behavior and motion planning for autonomous driving | May 8, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Bundle Recommendation with Graph Convolutional Networks | May 7, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems | May 4, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Multivariate Time Series Forecasting with Transfer Entropy Graph | May 3, 2020 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Rationalizing Medical Relation Prediction from Corpus-level Statistics | May 2, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| The Grammar of Interactive Explanatory Model Analysis | May 1, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Neural Additive Models: Interpretable Machine Learning with Neural Nets | Apr 29, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Genetic programming approaches to learning fair classifiers | Apr 28, 2020 | Decision MakingFairness | CodeCode Available | 1 |
| A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation | Apr 24, 2020 | Decision Making | CodeCode Available | 1 |
| Tactical Decision-Making in Autonomous Driving by Reinforcement Learning with Uncertainty Estimation | Apr 22, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| TTNet: Real-time temporal and spatial video analysis of table tennis | Apr 21, 2020 | Action SpottingDecision Making | CodeCode Available | 1 |
| Measuring Human and Economic Activity from Satellite Imagery to Support City-Scale Decision-Making during COVID-19 Pandemic | Apr 16, 2020 | Decision Makingobject-detection | CodeCode Available | 1 |
| Bias in Multimodal AI: Testbed for Fair Automatic Recruitment | Apr 15, 2020 | Decision MakingPerson Recognition | CodeCode Available | 1 |
| Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned | Apr 10, 2020 | Decision Making | CodeCode Available | 1 |
| Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection | Apr 4, 2020 | ClassificationDecision Making | CodeCode Available | 1 |
| Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments | Mar 23, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Counterfactual Policy Evaluation for Decision-Making in Autonomous Driving | Mar 20, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Self-Supervised Discovering of Interpretable Features for Reinforcement Learning | Mar 16, 2020 | Atari GamesDecision Making | CodeCode Available | 1 |
| Vision-Dialog Navigation by Exploring Cross-modal Memory | Mar 15, 2020 | Decision Making | CodeCode Available | 1 |
| ENTMOOT: A Framework for Optimization over Ensemble Tree Models | Mar 10, 2020 | Decision Making | CodeCode Available | 1 |
| Adversarial Attacks on Probabilistic Autoregressive Forecasting Models | Mar 8, 2020 | Decision MakingTime Series | CodeCode Available | 1 |
| Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding | Mar 6, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? | Mar 3, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Predictive Coding for Locally-Linear Control | Mar 2, 2020 | Decision MakingDecoder | CodeCode Available | 1 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework | Feb 29, 2020 | Decision MakingParameter Prediction | CodeCode Available | 1 |
| Human-like Planning for Reaching in Cluttered Environments | Feb 28, 2020 | Decision Making | CodeCode Available | 1 |
| Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations | Feb 23, 2020 | Atari GamesDecision Making | CodeCode Available | 1 |
| KryptoOracle: A Real-Time Cryptocurrency Price Prediction Platform Using Twitter Sentiments | Feb 21, 2020 | Decision MakingSentiment Analysis | CodeCode Available | 1 |
| Learning Dynamic Belief Graphs to Generalize on Text-Based Games | Feb 21, 2020 | Decision MakingKnowledge Graphs | CodeCode Available | 1 |
