Results 11 to 20 of about 61 (39)
Communication‐Efficient Modeling with Penalized Quantile Regression for Distributed Data
In order to deal with high‐dimensional distributed data, this article develops a novel and communication‐efficient approach for sparse and high‐dimensional data with the penalized quantile regression. In each round, the proposed method only requires the master machine to deal with a sparse penalized quantile regression which could be realized fastly by
Aijun Hu+3 more
wiley +1 more source
Is it possible to guarantee that the mere exposure of a subject to a belief elicitation task will not affect the very same beliefs that we are trying to elicit? In this paper, we introduce mechanisms that make it simultaneously strictly dominant for the subject (a) not to acquire any information that could potentially lead to belief updating as a ...
Elias Tsakas
wiley +1 more source
Arithmetic Subderivatives : p-adic Discontinuity and Continuity
Haukkanen, Pentti+2 more
openaire +2 more sources
Optimal information disclosure: A linear programming approach
An uninformed sender designs a mechanism that discloses information about her type to a privately informed receiver, who then decides whether to act. I impose a single‐crossing assumption, so that the receiver with a higher type is more willing to act.
Anton Kolotilin
wiley +1 more source
This paper is aimed at providing three versions to solve and characterize weak solutions for Dirichlet problems involving the p‐Laplacian and the p‐pseudo‐Laplacian. In this way generalized versions for some results which use Ekeland variational principle, critical points for nondifferentiable functionals, and Ghoussoub‐Maurey linear principle have ...
Irina Meghea, Khalil Ezzinbi
wiley +1 more source
A Line‐Search‐Based Partial Proximal Alternating Directions Method for Separable Convex Optimization
We propose an appealing line‐search‐based partial proximal alternating directions (LSPPAD) method for solving a class of separable convex optimization problems. These problems under consideration are common in practice. The proposed method solves two subproblems at each iteration: one is solved by a proximal point method, while the proximal term is ...
Yu-hua Zeng+3 more
wiley +1 more source
Arithmetic Subderivatives : Discontinuity and Continuity
Haukkanen, Pentti+2 more
openaire +2 more sources
In this work, it is demonstrated that the cycle consistency loss and latent regression loss in CycleGAN‐based image translation models can be detrimental to image quality. The optimization scheme of CycleGAN‐based image translation systems is redesigned and a new translation model named HQ‐I2IT is proposed.
Yipeng Zhang+5 more
wiley +1 more source
Multi-Task Learning for Compositional Data via Sparse Network Lasso. [PDF]
Okazaki A, Kawano S.
europepmc +1 more source
An Elementary Introduction to Information Geometry. [PDF]
Nielsen F.
europepmc +1 more source