基本信息
马坷  男    电子电气与通信工程学院
电子邮件: make@ucas.ac.cn
通信地址: 北京市海淀区科学院南路6号中国科学院计算技术研究所
邮政编码:

招生信息

   
招生方向
机器学习,鲁棒优化

专利与奖励

   
专利成果
( 1 ) 基于多几何模型融合的结构一致性运动分割方法和系统, 2021, 第 3 作者, 专利号: CN202110220558.0

出版信息

   
发表论文
(1) Quaternion Ordinal Embedding, International Joint Conference on Artificial Intelligence, 2022, 第 3 作者
(2) Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size, IEEE Transactions on Knowledge and Data Engineering, 2021, 第 1 作者
(3) What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models, AAAI Conference on Artificial Intelligence, 2021, 第 3 作者
(4) Poisoning Attack against Estimating from Pairwise Comparisons, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 第 1 作者
(5) Collaborative Preference Embedding against Sparse Labels, ACM International Conference on Multimedia, 2019, 第 3 作者
(6) Robust Ordinal Embedding from Contaminated Relative Comparisons, THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, 第 1 作者
(7) On Global Linear Convergence in Stochastic Nonconvex Optimization for Semidefinite Programming, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2019, 第 2 作者
(8) Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin, THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, 第 1 作者
(9) Adversarial Preference Learning with Pairwise Comparisons, PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19), 2019, 第 3 作者
(10) Stochastic Non-Convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size, THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, 第 1 作者
(11) Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction, INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 84, 2018, 第 2 作者
(12) 基于连续渗流的股票价格波动模型及实证分析, Fluctuation of stock price model by continuous percolation and empirical analysis, 天津理工大学学报, 2012, 第 3 作者