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Decision Making Under Uncertainty

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Showing 151–175 of 263 papers

TitleStatusHype
Robust Importance Sampling for Error Estimation in the Context of Optimal Bayesian Transfer Learning—0
No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees—0
Sequential Stochastic Optimization in Separable Learning Environments—0
Counterfactual Explanations in Sequential Decision Making Under UncertaintyCode1
Decision making under uncertainty for deploying battery storage as a non-wire alternative in distribution networks—0
Efficient Sampling in POMDPs with Lipschitz Bandits for Motion Planning in Continuous Spaces—0
Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra—0
Conformal Uncertainty Sets for Robust Optimization—0
The Role of Entropy in Guiding a Connection Prover—0
Parallelizing Contextual Bandits—0
Probabilistic Loss and its Online Characterization for Simplified Decision Making Under Uncertainty—0
Structural models for policy-making: Coping with parametric uncertainty—0
On a notion of independence proposed by Teddy Seidenfeld—0
Confidence-Budget Matching for Sequential Budgeted Learning—0
Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis TreatmentCode1
An empirical evaluation of active inference in multi-armed banditsCode1
Decision Making under Uncertainty: A Game of Two Selves—0
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantificationCode1
Multicriteria Group Decision-Making Under Uncertainty Using Interval Data and Cloud Models—0
Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized ProteinsCode0
Stein Variational Model Predictive Control—0
MAGIC: Learning Macro-Actions for Online POMDP PlanningCode1
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees—0
Mean-Variance Efficient Reinforcement Learning with Applications to Dynamic Financial Investment—0
A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning—0
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