Results 101 to 110 of about 1,516 (207)
Recognizing Human Action based on the improved String of Feature Graphs method
:the effective representation of the video is the key and difficulty in human action recognition. In this paper, we proposed an improved string of feature graphs method to describe an video, which combines submodular optimization method and graphic ...
Su Liang Liang +3 more
doaj
Does Twin Transition Facilitate Exporting? The Case of Logistics Innovation
ABSTRACT Firms need to overcome two hurdles to enter foreign markets: deciding whether to export and the intensity of their export sales. Although logistics plays a crucial role in exporting, the link between logistics innovation and exporting remains unexplored.
Areti Gkypali +2 more
wiley +1 more source
Fast semidifferential-based submodular function optimization [PDF]
We present a practical and powerful new framework for both unconstrained and constrained submodular function optimization based on discrete semidifferentials (sub- and super-differentials).
Rishabh Iyer +2 more
core
Queue-Aware Cell Activation and User Association for Traffic Offloading via Dual-Connectivity
With the objective of reducing energy cost, we study the stochastic optimization of traffic off-loading via dual-connectivity by joint cell activation and user association.
Qiaoni Han, Bo Yang, Xiaocheng Wang
doaj +1 more source
ABSTRACT We study the target return strategy (TRS), which exits the market once the return reaches a preset target. We show that the holding‐period return (HPR) cannot mean‐variance dominate TRS, but TRS can mean‐variance dominate HPR. We theoretically analyze TRS and quantitatively illustrate that training targets by a mean‐variance utility ...
Ying Xue, Zheng Wen, Xu Jiang
wiley +1 more source
Low-Delay and High-Coverage Water Distribution Networks Monitoring Using Mobile Sensors
Urban water distribution networks (WDNs) are usually threatened by leakage, reflux, infiltration and internal pollution. To ensure the safety of water supply, it is essential to properly monitor the WDNs.
Junbin Liang +3 more
doaj +1 more source
Image classification plays a pivotal role in biomedical image analysis. Herein, it is shown that large multimodal models, such as GPT‐4, achieve superior performance in one‐shot learning, generalization, interpretability, and text‐driven image classification. Applications span tissue, cell type, cellular state, and disease classification, outperforming
Wenpin Hou +4 more
wiley +1 more source
Differentially Private Online Submodular Optimization
In this paper we develop the first algorithms for online submodular minimization that preserve differential privacy under full information feedback and bandit feedback. A sequence of $T$ submodular functions over a collection of $n$ elements arrive online, and at each timestep the algorithm must choose a subset of $[n]$ before seeing the function.
Adrian Rivera Cardoso, Rachel Cummings
openaire +2 more sources
Learning submodular functions [PDF]
Submodular functions are discrete functions that model laws of diminishing returns and enjoy numerous algorithmic applications that have been used in many areas, including combinatorial optimization, machine learning, and economics. In this work we use a
Nicholas J.A. Harvey +2 more
core +1 more source
Data Correcting Algorithms in Combinatorial Optimization [PDF]
This paper describes data correcting algorithms. It provides the theory behind the algorithms and presents the implementation details and computational experience with these algorithms on the asymmetric traveling salesperson problem, the problem of ...
Goldengorin, Boris +2 more
core

