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Decision Making Under Uncertainty

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TitleStatusHype
An ontological investigation of unimaginable events—0
Stagewise Safe Bayesian Optimization with Gaussian Processes—0
Calibrating Deep Convolutional Gaussian ProcessesCode0
Variational Inference for Data-Efficient Model Learning in POMDPs—0
Fast Online Exact Solutions for Deterministic MDPs with Sparse Rewards—0
Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-sum Objectives—0
Algorithmic Social Intervention—0
Competitive caching with machine learned advice—0
Novel Exploration Techniques (NETs) for Malaria Policy Interventions—0
Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans—0
On Hashing-Based Approaches to Approximate DNF-Counting—0
Learning for Multi-robot Cooperation in Partially Observable Stochastic Environments with Macro-actions—0
Correlational Dueling Bandits with Application to Clinical Treatment in Large Decision Spaces—0
Boltzmann Exploration Done Right—0
Tight Bounds for Bandit Combinatorial Optimization—0
A Proposal to Extend Expected Utility in a Quantum Probabilistic Framework—0
Threshold Learning for Optimal Decision Making—0
Natural-Parameter Networks: A Class of Probabilistic Neural NetworksCode0
Expressions of Anxiety in Political Texts—0
Construction Safety Risk Modeling and Simulation—0
Safe Policy Improvement by Minimizing Robust Baseline Regret—0
Spreadsheet Probabilistic Programming—0
Natural Language Generation enhances human decision-making with uncertain information—0
Axiomatization of the Choquet integral for 2-dimensional heterogeneous product sets—0
Optimal Sensing via Multi-armed Bandit Relaxations in Mixed Observability Domains—0
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