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Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 3, 页码: 1029-1043
作者:  Shi, Xiaoyu;  Liu, Quanliang;  Xie, Hong;  Bai, Yanan;  Shang, Mingsheng
收藏  |  浏览/下载:6/0  |  提交时间:2024/08/16
Entropy  Recommender systems  Training  Feedback loop  Training data  Robustness  Real-time systems  Long-term fairness  maximum entropy policy  popularity bias  recommender system  reinforcement learning  web services  
A Fast Nonnegative Autoencoder-Based Approach to Latent Feature Analysis on High-Dimensional and Incomplete Data 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 3, 页码: 733-746
作者:  Bi, Fanghui;  He, Tiantian;  Luo, Xin
收藏  |  浏览/下载:9/0  |  提交时间:2024/08/16
Knowledge acquisition  data science  high-dimensional and incomplete data  neural network  fast nonnegative AutoEncoder  latent feature analysis  link prediction  network representation learning  
Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 1, 页码: 92-107
作者:  Qin, Wen;  Luo, Xin;  Zhou, Mengchu
收藏  |  浏览/下载:17/0  |  提交时间:2024/05/06
Parallel algorithm  industrial application  latent feature analysis  high-dimensional and incomplete data  stochastic gradient descent  parallelization shared-memory  data science  
Asynchronous Parallel Fuzzy Stochastic Gradient Descent for High-Dimensional Incomplete Data Representation 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 卷号: 32, 期号: 2, 页码: 445-459
作者:  Qin, Wen;  Luo, Xin
收藏  |  浏览/下载:18/0  |  提交时间:2024/05/06
Training  Representation learning  Data models  Stochastic processes  Computational modeling  Analytical models  Proteins  Asynchronous parallelization  fuzzy optimization  high-dimensional incomplete (HDI) data  latent feature analysis (LFA)  shared-memory  stochastic gradient descent (SGD)  
scMMT: a multi-use deep learning approach for cell annotation, protein prediction and embedding in single-cell RNA-seq data 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2024, 卷号: 25, 期号: 2, 页码: 12
作者:  Zhou, Songqi;  Li, Yang;  Wu, Wenyuan;  Li, Li
收藏  |  浏览/下载:8/0  |  提交时间:2024/07/12
multi-task learning  scRNA-seq  cell annotation  protein prediction  low-dimensional embedding  
scMMT: a multi-use deep learning approach for cell annotation, protein prediction and embedding in single-cell RNA-seq data 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2024, 卷号: 25, 期号: 2, 页码: 12
作者:  Zhou, Songqi;  Li, Yang;  Wu, Wenyuan;  Li, Li
收藏  |  浏览/下载:11/0  |  提交时间:2024/07/12
multi-task learning  scRNA-seq  cell annotation  protein prediction  low-dimensional embedding  
scMMT: a multi-use deep learning approach for cell annotation, protein prediction and embedding in single-cell RNA-seq data 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2024, 卷号: 25, 期号: 2, 页码: 12
作者:  Zhou, Songqi;  Li, Yang;  Wu, Wenyuan;  Li, Li
收藏  |  浏览/下载:6/0  |  提交时间:2024/07/12
multi-task learning  scRNA-seq  cell annotation  protein prediction  low-dimensional embedding  
scMMT: a multi-use deep learning approach for cell annotation, protein prediction and embedding in single-cell RNA-seq data 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2024, 卷号: 25, 期号: 2, 页码: 12
作者:  Zhou, Songqi;  Li, Yang;  Wu, Wenyuan;  Li, Li
收藏  |  浏览/下载:10/0  |  提交时间:2024/07/12
multi-task learning  scRNA-seq  cell annotation  protein prediction  low-dimensional embedding  
Improving structure-based protein-ligand affinity prediction by graph representation learning and ensemble learning 期刊论文
PLOS ONE, 2024, 卷号: 19, 期号: 1, 页码: 21
作者:  Guo, Jia
收藏  |  浏览/下载:203/0  |  提交时间:2024/04/07
Neighbor importance-aware graph collaborative filtering for item recommendation 期刊论文
NEUROCOMPUTING, 2023, 卷号: 549, 页码: 12
作者:  Wang, Qingxian;  Wu, Suqiang;  Bai, Yanan;  Liu, Quanliang;  Shi, Xiaoyu
收藏  |  浏览/下载:22/0  |  提交时间:2023/12/25
Graph neural networks  Recommender system  Node importance  Collaborative filtering  Representation learning