王立威

教授

2005年 获得 理学博士学位(北京大学)

办公地址:北京大学理科2号楼2224室

联系电话:62756657 E-mail: wanglw AT cis DOT pku DOT edu DOT cn

Webpage: www.cis.pku.edu.cn/faculty/vision/wangliwei/

主要研究领域

机器学习,模式识别

代表性学术论著

  • LIWEI WANG, MASASHI SUGIYAMA, ZHAOXIANG JING, CHENG YANG, ZHI-HUA ZHOU, JUFU FENG, “A REFINED MARGIN ANALYSIS OF BOOSTING ALGORITHMS VIA EQUILIBRIUM MARGIN,” JOURNAL OF MACHINE LEARNING RESEARCH, 2011.
  • Liwei Wang, “Sufficient Conditions for Agnostic Active Learnable,” NIPS, 2009.
  • Liwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua Zhou, Jufu Feng, “On the Margin Explanation of Boosting Algorithms,” COLT, 2008.
  • Liwei Wang, Cheng Yang, Jufu Feng, “On Learning with Dissimilarity Functions,” ICML, 2007.
  • Liwei Wang, Yan Zhang, Jufu Feng, "On the Euclidean Distance of Images," IEEE Trans. PAMI, vol. 27, no. 8, pp. 1334-1339, 2005.
  • Liwei Wang, Xiao Wang, Jufu Feng, "On Image Matrix Based Feature Extraction Algorithms," IEEE Trans. SMC, Part B, vol. 36, no. 1, pp. 194-197, 2006.
  • Liwei Wang, Xiao Wang, Jufu Feng, “Subspace Distance Analysis with Application to Adaptive Bayesian Face Recognition,” Pattern Recognition, vol. 39, no. 3, pp. 456-464, 2006.
  • Liwei Wang, Xiao Wang, Xuerong Zhang, Jufu Feng, “The Equivalence of Two-Dimensional PCA to Line-Based PCA,” Pattern Recognition Letters, vol. 26, no. 1, pp. 57-61, 2005.
  • Liwei Wang, Xiao Wang, Jufu Feng, “Intrapersonal Subspace Analysis with Application to Adaptive Bayesian Face Recognition,” Pattern Recognition, vol. 38, no. 4, pp. 617-621, 2005.

主要科研项目

  • 国家自然科学基金优秀青年基金(负责人),2013-2015.
  • 国家自然科学基金面上项目(负责人), 基于相异度的模式识别理论与算法研究,2008-2010.
  • 国家自然科学基金面上项目(负责人),Boosting理论与算法研究,2011-2013.

主要学术任职

  • 中国计算机协会人工智能与机器学习专委会委员。
  • Conference PC member: ICML 2010, ACML 2010, ACML 2009.
  • Journal guest editor: New Generation Computing.