引用次数
引用: 914
H-指数: 11
I10-指数 : 13
出版物: 55
Robust Classification Under Sample Selection Bias
Brian Ziebart , Anqi Liu
neural information processing systems 27 37 -45
124
2014
Shift-pessimistic active learning using robust bias-aware prediction
Brian D. Ziebart , Anqi Liu , Lev Reyzin
national conference on artificial intelligence 2764 -2770
13
2015
Robust Covariate Shift Regression
Brian D. Ziebart , Anqi Liu , Mathew Monfort , Xiangli Chen
international conference on artificial intelligence and statistics 1270 -1279
29
2016
Robust classification under covariate shift with application to active learning
Anqi Liu
national conference on artificial intelligence 4307 -4308
2016
Adversarial Multiclass Classification: A Risk Minimization Perspective
Brian D. Ziebart , Anqi Liu , Kaiser Asif , Rizal Fathony
neural information processing systems 29 559 -567
7
2016
Regularized Learning for Domain Adaptation under Label Shifts
Animashree Anandkumar , Anqi Liu , Kamyar Azizzadenesheli , Fanny Yang
international conference on learning representations
128
2019
Learning Gibbs-regularized GANs with variational discriminator reparameterization
Kihyuk Sohn , Nicholas Rhinehart , Paul Vernaza , Anqi Liu
2018
Active Learning for Probabilistic Structured Prediction of Cuts and Matchings.
Brian D. Ziebart , Anqi Liu , Sima Behpour
international conference on machine learning 563 -572
4
2019
Chance-Constrained Trajectory Optimization for Safe Exploration and Learning of Nonlinear Systems
Anima Anandkumar , Yisong Yue , Anqi Liu , Yashwanth Kumar Nakka
arXiv: Robotics
37
2020
Active Learning under Label Shift
Animashree Anandkumar , Yisong Yue , Anqi Liu , Eric Zhao
arXiv: Learning
12
2020
Robust Fairness under Covariate Shift.
Brian D. Ziebart , Anqi Liu , Ashkan Rezaei , Omid Memarrast
arXiv: Learning
42
2020
Robust Regression for Safe Exploration in Control.
Anima Anandkumar , Yisong Yue , Anqi Liu , Soon-Jo Chung
L4DC 608 -619
41
2019
Dynamic Social Media Monitoring for Fast-Evolving Online Discussions.
R. Michael Alvarez , Anima Anandkumar , Anqi Liu , Nicholas Adams-Cohen
arXiv: Social and Information Networks
2021
Context Retrieval for Web Tables
Hong Wang , Anqi Liu , Jing Wang , Brian D Ziebart
international conference on the theory of information retrieval 251 -260
3
2015
Ambiguous images with human judgments for robust visual event classification
Kate Sanders , Reno Kriz , Anqi Liu , Benjamin Van Durme
Advances in Neural Information Processing Systems 35 2637 -2650
1
2022
Towards human-compatible autonomous car: A study of non-verbal Turing test in automated driving with affective transition modelling
Zhaoning Li , Qiaoli Jiang , Zhengming Wu , Anqi Liu
IEEE Transactions on Affective Computing
2
2023
Megawika: Millions of reports and their sources across 50 diverse languages
Samuel Barham , Orion Weller , Michelle Yuan , Kenton Murray
arXiv preprint arXiv:2307.07049
3
2023
Balancing diversity and precision of generative models with complementary density estimators
Paul Vernaza , Nicholas Rhinehart , Anqi Liu , Kihyuk Sohn
2021
Robust covariate shift prediction with general losses and feature views
Anqi Liu , Brian D Ziebart
arXiv preprint arXiv:1712.10043
14
2017
Consistent robust adversarial prediction for general multiclass classification
Rizal Fathony , Kaiser Asif , Anqi Liu , Mohammad Ali Bashiri
arXiv preprint arXiv:1812.07526
11
2018