"Minimax Empirical Bayes Ridge-Principal Component Regression Estimators" [PDF]
In this paper, we consider the problem of estimating the regression parameters in a multiple linear regression model with design matrix A when the multicollinearity is present.
Tatsuya Kubokawa, M. S. Srivastava
core
In this paper, we presented new and important existence theorems of solution for quasi-equilibrium problems, and we show the uniqueness of its solution which is also a fixed point of some mapping. We also show that this unique solution can be obtained by
Chih-Sheng Chuang, Lai-Jiu Lin
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Existence of Solutions in Continuous-time Optimal Growth Models [PDF]
This paper studies the existence of solutions in continuous time optimization problems. It provides a theorem whose conditions can be easily checked in most models of the optimal growth theory, including those with increasing returns and multi-sector ...
Cuong Le Van +2 more
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Minimum Vertex Cut with Reachable Set (MVCRS) Problem for Suppressing Botnet Propagation in IoT Networks: Complexity and Algorithms. [PDF]
Sensors (Basel)Yamaguchi S.
europepmc +1 more source
Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems. [PDF]
Proc Int Conf Mach Learn Appl, 2021 Dai Z, Bu Z, Long Q.
europepmc +1 more source
From Common Information to Canonical Correlation Analysis and Beyond: Bridging Information Theory, Signal Processing, and Machine Learning. [PDF]
Entropy (Basel)Karakasis PA, Saad W.
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Estimating the Reach of a Manifold via its Convexity Defect Function. [PDF]
Discrete Comput Geom, 2022 Berenfeld C +3 more
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Multi-Agent Reinforcement Learning in Games: Research and Applications. [PDF]
Biomimetics (Basel)Li H +5 more
europepmc +1 more source
Inference for high-dimensional linear mixed-effects models: A quasi-likelihood approach. [PDF]
J Am Stat Assoc, 2022 Li S, Cai TT, Li H.
europepmc +1 more source
Quantum Shannon Information Theory-Design of Communication, Ciphers, and Sensors. [PDF]
Entropy (Basel)Hirota O.
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