| Dynamic Social Media Monitoring for Fast-Evolving Online Discussions | Feb 24, 2021 | Decision MakingTime Series | —Unverified | 0 |
| Deep Video Prediction for Time Series Forecasting | Feb 24, 2021 | Decision MakingPrediction | —Unverified | 0 |
| CoreDiag: Eliminating Redundancy in Constraint Sets | Feb 24, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Continuous Mean-Covariance Bandits | Feb 24, 2021 | Decision Making | —Unverified | 0 |
| No-Regret Algorithms for Private Gaussian Process Bandit Optimization | Feb 24, 2021 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Quantitative in vivo imaging to enable tumor forecasting and treatment optimization | Feb 24, 2021 | Decision Making | —Unverified | 0 |
| Accelerating Recursive Partition-Based Causal Structure Learning | Feb 23, 2021 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Differentiable Logic Machines | Feb 23, 2021 | Decision MakingInductive logic programming | —Unverified | 0 |
| Decision Rule Elicitation for Domain Adaptation | Feb 23, 2021 | Decision MakingDomain Adaptation | —Unverified | 0 |
| BayesPerf: Minimizing Performance Monitoring Errors Using Bayesian Statistics | Feb 22, 2021 | Decision MakingScheduling | —Unverified | 0 |
| Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations | Feb 22, 2021 | Decision MakingGraph Attention | —Unverified | 0 |
| Local Calibration: Metrics and Recalibration | Feb 22, 2021 | Decision MakingFairness | —Unverified | 0 |
| SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning | Feb 22, 2021 | Decision MakingDistributional Reinforcement Learning | —Unverified | 0 |
| Improved Semantic Segmentation of Tuberculosis-consistent findings in Chest X-rays Using Augmented Training of Modality-specific U-Net Models with Weak Localizations | Feb 21, 2021 | Decision MakingObject Localization | —Unverified | 0 |
| AI-Augmented Behavior Analysis for Children with Developmental Disabilities: Building Towards Precision Treatment | Feb 21, 2021 | Decision Making | —Unverified | 0 |
| Inconsistency thresholds for incomplete pairwise comparison matrices | Feb 21, 2021 | Decision MakingMissing Elements | —Unverified | 0 |
| Importance of Environment Design in Reinforcement Learning: A Study of a Robotic Environment | Feb 20, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference | Feb 20, 2021 | Bayesian InferenceDecision Making | —Unverified | 0 |
| On a notion of independence proposed by Teddy Seidenfeld | Feb 20, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Everything is Relative: Understanding Fairness with Optimal Transport | Feb 20, 2021 | Decision MakingFairness | —Unverified | 0 |
| Output-Weighted Sampling for Multi-Armed Bandits with Extreme Payoffs | Feb 19, 2021 | Decision MakingGaussian Processes | CodeCode Available | 0 |
| Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology | Feb 19, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
| Affirmative Action vs. Affirmative Information | Feb 19, 2021 | Decision Making | —Unverified | 0 |
| SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving | Feb 19, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-assisted Decision-making | Feb 19, 2021 | Decision Making | —Unverified | 0 |
| Robust non-parametric mortality and fertility modelling and forecasting: Gaussian process regression approaches | Feb 18, 2021 | Decision Makingregression | —Unverified | 0 |
| A maximum entropy model of bounded rational decision-making with prior beliefs and market feedback | Feb 18, 2021 | Decision Making | —Unverified | 0 |
| Online Learning via Offline Greedy Algorithms: Applications in Market Design and Optimization | Feb 18, 2021 | Decision MakingManagement | —Unverified | 0 |
| Boosting for Online Convex Optimization | Feb 18, 2021 | Decision Making | —Unverified | 0 |
| Optimising Long-Term Outcomes using Real-World Fluent Objectives: An Application to Football | Feb 18, 2021 | Decision Making | —Unverified | 0 |
| Learning Memory-Dependent Continuous Control from Demonstrations | Feb 18, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Integrating prediction in mean-variance portfolio optimization | Feb 18, 2021 | Decision MakingPortfolio Optimization | —Unverified | 0 |
| Outside the Echo Chamber: Optimizing the Performative Risk | Feb 17, 2021 | Decision Making | —Unverified | 0 |
| Risk factor identification for incident heart failure using neural network distillation and variable selection | Feb 17, 2021 | Decision MakingVariable Selection | —Unverified | 0 |
| The Elliptical Potential Lemma for General Distributions with an Application to Linear Thompson Sampling | Feb 16, 2021 | Decision MakingLEMMA | —Unverified | 0 |
| Value of Information for Argumentation based Intelligence Analysis | Feb 16, 2021 | Decision Making | —Unverified | 0 |
| Moral Decision-Making in Medical Hybrid Intelligent Systems: A Team Design Patterns Approach to the Bias Mitigation and Data Sharing Design Problems | Feb 16, 2021 | Decision Making | —Unverified | 0 |
| A Mental Trespass? Unveiling Truth, Exposing Thoughts and Threatening Civil Liberties with Non-Invasive AI Lie Detection | Feb 16, 2021 | Decision Making | —Unverified | 0 |
| Finding the Gap: Neuromorphic Motion Vision in Cluttered Environments | Feb 16, 2021 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 0 |
| Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models | Feb 16, 2021 | Decision MakingMeta Reinforcement Learning | —Unverified | 0 |
| Causal Markov Decision Processes: Learning Good Interventions Efficiently | Feb 15, 2021 | Decision MakingMarketing | —Unverified | 0 |
| A Machine Learning Approach for Early Detection of Fish Diseases by Analyzing Water Quality | Feb 15, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Fair and Optimal Cohort Selection for Linear Utilities | Feb 15, 2021 | Decision MakingFairness | —Unverified | 0 |
| Optimal Regret Algorithm for Pseudo-1d Bandit Convex Optimization | Feb 15, 2021 | Decision Making | —Unverified | 0 |
| Achieving Efficiency in Black Box Simulation of Distribution Tails with Self-structuring Importance Samplers | Feb 14, 2021 | Decision MakingManagement | —Unverified | 0 |
| Long-Term Resource Allocation Fairness in Average Markov Decision Process (AMDP) Environment | Feb 14, 2021 | Decision MakingFairness | —Unverified | 0 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games | Feb 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| A Decentralized Approach towards Responsible AI in Social Ecosystems | Feb 12, 2021 | Decision Making | —Unverified | 0 |
| Generalizing Decision Making for Automated Driving with an Invariant Environment Representation using Deep Reinforcement Learning | Feb 12, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Representation Matters: Offline Pretraining for Sequential Decision Making | Feb 11, 2021 | Decision MakingImitation Learning | —Unverified | 0 |