| Stagewise Safe Bayesian Optimization with Gaussian Processes | Jun 20, 2018 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Calibrating Deep Convolutional Gaussian Processes | May 26, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Variational Inference for Data-Efficient Model Learning in POMDPs | May 23, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Fast Online Exact Solutions for Deterministic MDPs with Sparse Rewards | May 8, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-sum Objectives | Apr 27, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Algorithmic Social Intervention | Mar 14, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Competitive caching with machine learned advice | Feb 15, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Logically-Constrained Reinforcement Learning | Jan 24, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Novel Exploration Techniques (NETs) for Malaria Policy Interventions | Dec 1, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans | Nov 15, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| On Hashing-Based Approaches to Approximate DNF-Counting | Oct 14, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Learning for Multi-robot Cooperation in Partially Observable Stochastic Environments with Macro-actions | Jul 24, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Correlational Dueling Bandits with Application to Clinical Treatment in Large Decision Spaces | Jul 8, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Boltzmann Exploration Done Right | May 29, 2017 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Tight Bounds for Bandit Combinatorial Optimization | Feb 24, 2017 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| A Proposal to Extend Expected Utility in a Quantum Probabilistic Framework | Dec 27, 2016 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Threshold Learning for Optimal Decision Making | Dec 1, 2016 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Natural-Parameter Networks: A Class of Probabilistic Neural Networks | Nov 2, 2016 | Decision Making Under UncertaintyLink Prediction | CodeCode Available | 0 |
| Expressions of Anxiety in Political Texts | Nov 1, 2016 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Construction Safety Risk Modeling and Simulation | Sep 26, 2016 | AttributeDecision Making | —Unverified | 0 |
| Safe Policy Improvement by Minimizing Robust Baseline Regret | Jul 13, 2016 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Spreadsheet Probabilistic Programming | Jun 14, 2016 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Natural Language Generation enhances human decision-making with uncertain information | Jun 10, 2016 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Axiomatization of the Choquet integral for 2-dimensional heterogeneous product sets | Mar 26, 2016 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Optimal Sensing via Multi-armed Bandit Relaxations in Mixed Observability Domains | Mar 15, 2016 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |