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Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 5062-5079
作者:  Wen, Peisong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Huang, Qingming
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Optimization  Stability analysis  Stochastic processes  Measurement  Standards  Approximation algorithms  Machine learning algorithms  Machine learning  AUPRC  learning to rank  algorithm-dependent generalization  stability  
Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 3, 页码: 1356-1370
作者:  Feng, Wenjie;  Liu, Shenghua;  Koutra, Danai;  Cheng, Xueqi
收藏  |  浏览/下载:9/0  |  提交时间:2024/05/20
Approximation algorithms  Image edge detection  Heuristic algorithms  Greedy algorithms  Optimization  Collaboration  Task analysis  Algorithm  anomaly detection  dense subgraph  graph spectral theory  large graph mining  
A computational framework for Karl Popper's logic of scientific discovery 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 4, 页码: 10
作者:  Li, Wei;  Sui, Yuefei
收藏  |  浏览/下载:43/0  |  提交时间:2019/12/10
belief revision  logic of scientific discovery  approximate deduction  approximation algorithms  feasible computation  
APPROXIMATION ALGORITHMS FOR BICLUSTERING PROBLEMS 期刊论文
SIAM JOURNAL ON COMPUTING, 2008, 卷号: 38, 期号: 4, 页码: 1504-1518
作者:  Wang, Lusheng;  Lin, Yu;  Liu, Xiaowen
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/16
approximation algorithms  computational biology  microarray data analysis  genes