Results 11 to 20 of about 34,881 (161)
Conditional Expectation Network for SHAP
SSRN Electronic Journal, 2023 A very popular model-agnostic technique for explaining predictive models is the SHapley Additive exPlanation (SHAP). The two most popular versions of SHAP are a conditional expectation version and an unconditional expectation version (the latter is also known as interventional SHAP).
Ronald Richman, Mario V. Wüthrich
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Conditional expected utility [PDF]
Theory and Decision, 2017 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Robust methods and conditional expectations for vehicular traffic count analysis
European Transport Research Review, 2020 We study the problem of making algorithmic statistical inferences about the dynamics of city traffic. Our data is based on loop detector counts of observed vehicles in various roads in the city of Tampere, Finland.
Jorma Kilpi +4 more
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Conditional Expectation Propagation
CoRR, 2019 Expectation propagation (EP) is a powerful approximate inference algorithm. However, a critical barrier in applying EP is that the moment matching in message updates can be intractable. Handcrafting approximations is usually tricky, and lacks generalizability. Importance sampling is very expensive. While Laplace propagation provides a good solution, it
Zheng Wang 0042, Shandian Zhe
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A metric space associated with probability space
International Journal of Mathematics and Mathematical Sciences, 1993 For a complete probability space (Ω,∑,P), the set of all complete sub-σ-algebras of ∑, S(∑), is given a natural metric and studied. The questions of when S(∑) is compact or connected are awswered and the important subset consisting of all continuous sub ...
Keith F. Taylor, Xikui Wang
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Cumulative conditional expectation index [PDF]
Journal of Computational Methods in Sciences and Engineering, 2018 In this paper we introduce approximations of the cumulative conditional expectation function (CCEF) based on Bernstein polynomial copulas. These approximations converge pointwise and uniformly to CCEF. In addition some examples of the behavior of these approximations are shown.
Mariela Fernández +1 more
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Conditional Expectations for Unbounded Operator Algebras
International Journal of Mathematics and Mathematical Sciences, 2007 Two conditional expectations in unbounded operator algebras (O∗-algebras) are discussed. One is a vector conditional expectation defined by a linear map of an O∗-algebra into the Hilbert space on which the O∗-algebra acts.
Atsushi Inoue +2 more
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Scientific Reports, 2021 The concept of probabilistic parameter threshold analysis has recently been introduced as a way of probabilistic sensitivity analysis for decision-making under uncertainty, in particular, for health economic evaluations which compare two or more ...
Takashi Goda, Yuki Yamada
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Frontiers in Psychology, 2022 This study investigates the interplay among proactive personality, leader creativity expectations, and role clarity in stimulating employee creativity based on the theoretical frameworks of role theory.
Xiaohong Wang, Meng Wang, Feng Xu
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Journal of Probability and Statistics, 2017 Using a simple formula for conditional expectations over continuous paths, we will evaluate conditional expectations which are types of analytic conditional Fourier-Feynman transforms and conditional convolution products of generalized cylinder functions
Dong Hyun Cho
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