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An infinite hidden Markov model with stochastic volatility 期刊论文
JOURNAL OF FORECASTING, 2024, 卷号: 43, 期号: 6, 页码: 2187-2211
作者:  Li, Chenxing;  Maheu, John M.;  Yang, Qiao
Adobe PDF(1589Kb)  |  收藏  |  浏览/下载：377/70  |  提交时间：2024/04/26
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：160/0  |  提交时间：2024/08/14
Is Vanilla Bayesian Optimization Enough for High-Dimensional Architecture Design Optimization? 会议论文
IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN, DIGEST OF TECHNICAL PAPERS, ICCAD, Newark Liberty International Airport, 1 Hotel Rd, New York, NY, United states, October 27, 2024 - October 31, 2024
作者:  Gao, Yuanhang;  Luo, Donger;  Bai, Chen;  Yu, Bei;  Geng, Hao
Adobe PDF(1431Kb)  |  收藏  |  浏览/下载：15/1  |  提交时间：2025/05/30
Knowing The Spec to Explore The Design via Transformed Bayesian Optimization 会议论文
PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024
作者:  Donger, Luo;  Qi, Sun;  Xinheng, Li;  Chen, Bai;  Bei, Yu
Adobe PDF(1430Kb)  |  收藏  |  浏览/下载：163/6  |  提交时间：2024/12/27
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：544/88  |  提交时间：2023/09/22
Shape modeling with spline partitions 期刊论文
STATISTICS AND COMPUTING, 2023, 卷号: 33, 期号: 1
作者:  Ge, Shufei;  Wang, Shijia;  Elliott, Lloyd
Adobe PDF(10220Kb)  |  收藏  |  浏览/下载：861/284  |  提交时间：2022/12/23
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：201/0  |  提交时间：2024/01/09
Bayesian Aerosol Retrieval-Based PM2.5 Estimation through Hierarchical Gaussian Process Models 期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 16
作者:  Zhang, Junbo;  Li, Daoji;  Xia, Yingzhi;  Liao, Qifeng
Adobe PDF(2167Kb)  |  收藏  |  浏览/下载：772/237  |  提交时间：2022/09/13
A Bayesian spatial model for imaging genetics 期刊论文
BIOMETRICS, 2022
作者:  Song, Yin;  Ge, Shufei;  Cao, Jiguo;  Wang, Liangliang;  Nathoo, Farouk S.
Adobe PDF(2445Kb)  |  收藏  |  浏览/下载：584/204  |  提交时间：2021/05/14
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：716/282  |  提交时间：2022/02/22
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