| 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 |
| Temporal Phenotyping using Deep Predictive Clustering of Disease Progression | Jun 15, 2020 | ClusteringDecision Making | 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 |
| 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 |
