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pro vyhledávání: '"Chai, Li"'
The performance of single image super-resolution depends heavily on how to generate and complement high-frequency details to low-resolution images. Recently, diffusion-based models exhibit great potential in generating high-quality images for super-r
Externí odkaz:
http://arxiv.org/abs/2405.10014
In this paper, we study the privacy-preserving distributed optimization problem, aiming to prevent attackers from stealing the private information of agents. For this purpose, we propose a novel privacy-preserving algorithm based on the Advanced Encr
Externí odkaz:
http://arxiv.org/abs/2405.08518
This paper consider solving a class of nonconvex-strongly-convex distributed stochastic bilevel optimization (DSBO) problems with personalized inner-level objectives. Most existing algorithms require computational loops for hypergradient estimation,
Externí odkaz:
http://arxiv.org/abs/2312.14690
Due to the imbalanced nature of networked observational data, the causal effect predictions for some individuals can severely violate the positivity/overlap assumption, rendering unreliable estimations. Nevertheless, this potential risk of individual
Externí odkaz:
http://arxiv.org/abs/2309.08165
Multispectral pedestrian detection achieves better visibility in challenging conditions and thus has a broad application in various tasks, for which both the accuracy and computational cost are of paramount importance. Most existing approaches treat
Externí odkaz:
http://arxiv.org/abs/2308.01042
To date, various neural methods have been proposed for causal effect estimation based on observational data, where a default assumption is the same distribution and availability of variables at both training and inference (i.e., runtime) stages. Howe
Externí odkaz:
http://arxiv.org/abs/2306.13271
This paper utilizes the agent's memory in accelerated consensus for second-order multi-agent systems (MASs). In the case of one-tap memory, explicit formulas for the optimal consensus convergence rate and control parameters are derived by applying th
Externí odkaz:
http://arxiv.org/abs/2303.14023
With the rapid development of distributed energy resources, increasing number of residential and commercial users have been switched from pure electricity consumers to prosumers that can both consume and produce energy. To properly manage these emerg
Externí odkaz:
http://arxiv.org/abs/2303.05740
Publikováno v:
China Agricultural Economic Review, 2024, Vol. 16, Issue 1, pp. 154-180.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/CAER-04-2023-0076