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A spatial-correlated multitask linear mixed-effects model for imaging genetics 预印本
2024
作者:  Pu, Zhibin;  Ge, Shufei
Adobe PDF(2943Kb)  |  收藏  |  浏览/下载：137/0  |  提交时间：2024/08/14
Domain-decomposed Bayesian inversion based on local Karhunen-Loève expansions 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 卷号: 504
作者:  Xu, Zhihang;  Liao, Qifeng;  Li, Jinglai
Adobe PDF(1315Kb)  |  收藏  |  浏览/下载：395/59  |  提交时间：2024/04/26
VI-DGP: A Variational Inference Method with Deep Generative Prior for Solving High-Dimensional Inverse Problems 期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2023, 卷号: 97, 期号: 1
作者:  Xia, Yingzhi;  Liao, Qifeng;  Li, Jinglai
Adobe PDF(13441Kb)  |  收藏  |  浏览/下载：494/60  |  提交时间：2023/09/22
A domain-decomposed VAE method for Bayesian inverse problems 期刊论文
ARXIV, 2023, 卷号: 14, 期号: 3
作者:  Xu, Zhihang;  Xia, Yingzhi;  Liao, Qifeng
Adobe PDF(1383Kb)  |  收藏  |  浏览/下载：237/0  |  提交时间：2024/01/09
Hierarchical Bayesian inference for community detection and connectivity of functional brain networks 预印本
2023
作者:  Bian, Lingbin;  Wang, Nizhuan;  Novelli, Leonardo;  Keith, Jonathan;  Razi, Adeel
Adobe PDF(6430Kb)  |  收藏  |  浏览/下载：175/0  |  提交时间：2024/01/09
ESAMPLER: Boosting sampling of satisfying assignments for Boolean formulas via derivation 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 129
作者:  Xu, Yongjie;  Song, Fu;  Chen, Taolue
Adobe PDF(2750Kb)  |  收藏  |  浏览/下载：338/0  |  提交时间：2022/07/15
Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 455
作者:  Xia, Yingzhi;  Zabaras, Nicholas
Adobe PDF(4390Kb)  |  收藏  |  浏览/下载：653/241  |  提交时间：2022/02/22
Spatial Feature Aided Optimal Compressive Phase Training and Channel Estimation in Massive MIMO Systems with RIS 会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022
作者:  Fang, Pan;  Lian, Lixiang
Adobe PDF(1129Kb)  |  收藏  |  浏览/下载：275/0  |  提交时间：2022/09/23
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference 预印本
2021
作者:  Qian, Elizabeth;  Tabeart, Jemima M.;  Beattie, Christopher;  Gugercin, Serkan;  Jiang, Jiahua
Adobe PDF(1055Kb)  |  收藏  |  浏览/下载：180/0  |  提交时间：2024/01/09
Deep vs. deep Bayesian: Faster reinforcement learning on a multi-robot competitive experiment 会议论文
PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, ICINCO 2021, Virtual, Online, July 6, 2021 - July 8, 2021
作者:  Huang, Jingyi;  Giardina, Fabio;  Rosendo, Andre
Adobe PDF(16350Kb)  |  收藏  |  浏览/下载：225/0  |  提交时间：2021/12/03
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