Results 11 to 20 of about 14,505 (295)
Epistemic Modality and Coordination under Uncertainty [PDF]
Electronic Proceedings in Theoretical Computer Science, 2021 Communication facilitates coordination, but coordination might fail if there's too much uncertainty. I discuss a scenario in which vagueness-driven uncertainty undermines the possibility of publicly sharing a belief. I then show that asserting an epistemic modal sentence, 'Might p', can reveal the speaker's uncertainty, and that this may improve the ...
Sbardolini, Giorgio
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Robustness-based portfolio optimization under epistemic uncertainty
Journal of Industrial Engineering International, 2018 In this paper, we propose formulations and algorithms for robust portfolio optimization under both aleatory uncertainty (i.e., natural variability) and epistemic uncertainty (i.e., imprecise probabilistic information) arising from interval data ...
Md. Asadujjaman, Kais Zaman
doaj +2 more sources
A Unified Uncertainty-Aware Exploration: Combining Epistemic and Aleatory Uncertainty
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023 Accepted by ...
Parvin Malekzadeh +2 more
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A Model-Based Reliability Metric Considering Aleatory and Epistemic Uncertainty [PDF]
IEEE Access, 2017 Model-based reliability analysis and assessment methods rely on models, which are assumed to be precise, to predict reliability. In practice, however, the precision of the model cannot be guaranteed due to the presence of epistemic uncertainty.
Zhiguo Zeng +3 more
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Aleatoric and Epistemic Uncertainty with Random Forests [PDF]
, 2020 10 pages, 4 ...
Shaker, Mohammad Hossein +1 more
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Frontiers in Neurorobotics, 2023 Cloth manipulation is common in both housework and manufacturing. However, robotic cloth manipulation remains challenging, especially for less controlled and open-goal settings. We consider the problem of open-goal planning for robotic cloth manipulation,
Solvi Arnold +2 more
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Optimal Dispatch of Integrated Energy System Based on Flexibility of Thermal Load
Shanghai Jiaotong Daxue xuebao, 2023 The flexibility of thermal loads of buildings is a valuable balancing resource for operation of the heat and electricity integrated energy system (HE-IES).
HU Bo, CHENG Xin, SHAO Changzheng, HUANG Wei, SUN Yue, XIE Kaigui
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Intrinsic randomness in epidemic modelling beyond statistical uncertainty
Communications Physics, 2023 Uncertainty can be classified as either aleatoric (intrinsic randomness) or epistemic (imperfect knowledge of parameters). The majority of frameworks assessing infectious disease risk consider only epistemic uncertainty.
Matthew J. Penn +9 more
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Monte Carlo Concrete DropPath for epistemic uncertainty estimation in pollen images classification [PDF]
Научно-технический вестник информационных технологий, механики и оптики, 2021 The paper presents the results of a new method for training the NASNet neural network called Monte Carlo Concrete DropPath for epistemic uncertainty estimation to classify pollen images.
Natalia E. Khanzhina
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How to measure uncertainty in uncertainty sampling for active learning [PDF]
, 2022 Various strategies for active learning have been proposed in the machine learning literature. In uncertainty sampling, which is among the most popular approaches, the active learner sequentially queries the label of those instances for which its current ...
Hüllermeier, Eyke +3 more
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