Zobrazeno 1 - 10
of 983
pro vyhledávání: '"Yang Qingyuan"'
The fairness of clustering algorithms has gained widespread attention across various areas, including machine learning, In this paper, we study fair $k$-means clustering in Euclidean space. Given a dataset comprising several groups, the fairness cons
Externí odkaz:
http://arxiv.org/abs/2411.01115
We present a new additive method, nicknamed sage for Simplified Additive Gaussian processes Emulator, to emulate climate model Perturbed Parameter Ensembles (PPEs). It estimates the value of a climate model output as the sum of additive terms. Each a
Externí odkaz:
http://arxiv.org/abs/2410.00931
Autor:
Yang, Qingyuan, Ding, Hu
Wasserstein Barycenter (WB) is one of the most fundamental optimization problems in optimal transportation. Given a set of distributions, the goal of WB is to find a new distribution that minimizes the average Wasserstein distance to them. The proble
Externí odkaz:
http://arxiv.org/abs/2404.13401
Publikováno v:
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 8737-8740
Stereo matching and semantic segmentation are significant tasks in binocular satellite 3D reconstruction. However, previous studies primarily view these as independent parallel tasks, lacking an integrated multitask learning framework. This work intr
Externí odkaz:
http://arxiv.org/abs/2401.01643
The Wasserstein barycenter problem is to compute the average of $m$ given probability measures, which has been widely studied in many different areas; however, real-world data sets are often noisy and huge, which impedes its applications in practice.
Externí odkaz:
http://arxiv.org/abs/2312.15762
A coreset is a small set that can approximately preserve the structure of the original input data set. Therefore we can run our algorithm on a coreset so as to reduce the total computational complexity. Conventional coreset techniques assume that the
Externí odkaz:
http://arxiv.org/abs/2210.04249
Autor:
Chen, Zhi, Yang, Qingyuan, Zhou, Peng, Li, Cao, Wang, Xiaoying, Jiang, Bingbing, Wang, Qian, Xu, Ziqiang
Publikováno v:
In Colloids and Surfaces A: Physicochemical and Engineering Aspects 5 December 2024 702 Part 1
Autor:
Song, Minxin, Tang, Qiang, Han, Chen, Yuan, Chuan, Yang, Qingyuan, Wei, Jie, He, Xiubin, Lv, Xiheng, Collins, Adrian L.
Publikováno v:
In International Soil and Water Conservation Research December 2024 12(4):896-907
Publikováno v:
In Clinical Neurology and Neurosurgery December 2024 247
Publikováno v:
In Laboratory Investigation December 2024 104(12)