Regret Function Minimization Algorithms
Introduction. The article addresses the problem of making optimal decisions under uncertainty by minimizing the Savage regret function. This function, which evaluates the difference between the actual outcome and the best possible outcome across all ...
Anatolie Baractari +2 more
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Ellenberg Indicator Values Disclose Complex Environmental Filtering Processes in Plant Communities along an Elevational Gradient. [PDF]
Di Biase L +3 more
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R-algorithm for Solving Quadratic Programming Problems
Quadratic programming problems have a wide range of practical applications in various fields of science and engineering, particularly in financial modeling and pattern recognition, which underscores the relevance of studying methods for their efficient ...
Petro Stetsyuk +3 more
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Image and signal recovery via a novel alternating golden ratio two-subgradient extragradient method
We introduce and analyze a novel two-subgradient extragradient method (TSEGM) for solving monotone variational inequality problems (VIPs) in real Hilbert spaces.
Habib ur Rehman +3 more
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Distributed Support Vector Ordinal Regression over Networks. [PDF]
Liu H, Tu J, Li C.
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Scaling Techniques for ε-Subgradient Methods
The recent literature on first order methods for smooth optimization shows that significant improvements on the practical convergence behavior can be achieved with variable step size and scaling for the gradient, making this class of algorithms attractive for a variety of relevant applications.
Bonettini, S. +2 more
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Gradient-based sparse principal component analysis with extensions to online learning. [PDF]
Qiu Y, Lei J, Roeder K.
europepmc +1 more source
High-dimensional Subgroup Regression Analysis. [PDF]
Jiang F, Tian L, Kang J, Li L.
europepmc +1 more source
Optimal Power Procurement for Green Cellular Wireless Networks Under Uncertainty and Chance Constraints. [PDF]
Ben Rached N +2 more
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Enhanced Localization and Orientation Estimations in Focal EEG Source Imaging Using SVD-Based Coordinate Transform. [PDF]
Lahtinen J, Koulouri A.
europepmc +1 more source

