| 2022 | Convergence Analysis of Linear Coupling with Inexact Proximal Operator. | Qiang Zhou, Sinno Jialin Pan |
| 2022 | Causal discovery with heterogeneous observational data. | Fangting Zhou, Kejun He, Yang Ni |
| 2022 | Research on video adversarial attack with long living cycle. | Zeyu Zhao, Ke Xu, Xinghao Jiang, Tanfeng Sun |
| 2022 | Asymptotic optimality for active learning processes. | Xueying Zhan, Yaowei Wang, Antoni B. Chan |
| 2022 | Stability of SGD: Tightness analysis and improved bounds. | Yikai Zhang, Wenjia Zhang, Sammy Bald, Vamsi Pingali, Chao Chen, Mayank Goswami |
| 2022 | Distributed adversarial training to robustify deep neural networks at scale. | Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu |
| 2022 | Learning binary multi-scale games on networks. | Sixie Yu, P. Jeffrey Brantingham, Matthew Valasik, Yevgeniy Vorobeychik |
| 2022 | Principle of relevant information for graph sparsification. | Shujian Yu, Francesco Alesiani, Wenzhe Yin, Robert Jenssen, Jos C. Prncipe |
| 2022 | Cross-domain adaptive transfer reinforcement learning based on state-action correspondence. | Heng You, Tianpei Yang, Yan Zheng, Jianye Hao, Matthew E. Taylor |
| 2022 | Active learning with label comparisons. | Gal Yona, Shay Moran, Gal Elidan, Amir Globerson |
| 2022 | Offline stochastic shortest path: Learning, evaluation and towards optimality. | Ming Yin, Wenjing Chen, Mengdi Wang, Yu-Xiang Wang |
| 2022 | Accelerating training of batch normalization: A manifold perspective. | Mingyang Yi |
| 2022 | Future gradient descent for adapting the temporal shifting data distribution in online recommendation systems. | Mao Ye, Ruichen Jiang, Haoxiang Wang, Dhruv Choudhary, Xiaocong Du, Bhargav Bhushanam, Aryan Mokhtari, Arun Kejariwal, Qiang Liu |
| 2022 | Pareto navigation gradient descent: a first-order algorithm for optimization in pareto set. | Mao Ye, Qiang Liu |
| 2022 | CoSPA: An improved masked language model with copy mechanism for Chinese spelling correction. | Shoujian Yang, Lian Yu |
| 2022 | Self-supervised representations for multi-view reinforcement learning. | Huanhuan Yang, Dianxi Shi, Guojun Xie, Yingxuan Peng, Yi Zhang, Yantai Yang, Shaowu Yang |
| 2022 | Noisy L0-sparse subspace clustering on dimensionality reduced data. | Yingzhen Yang, Ping Li |
| 2022 | Differentially private SGDA for minimax problems. | Zhenhuan Yang, Shu Hu, Yunwen Lei, Kush R. Varshney, Siwei Lyu, Yiming Ying |
| 2022 | Addressing token uniformity in transformers via singular value transformation. | Hanqi Yan, Lin Gui, Wenjie Li, Yulan He |
| 2022 | Deterministic policy gradient: Convergence analysis. | Huaqing Xiong, Tengyu Xu, Lin Zhao, Yingbin Liang, Wei Zhang |
| 2022 | Fine-Grained matching with multi-perspective similarity modeling for cross-modal retrieval. | Xiumin Xie, Chuanwen Hou, Zhixin Li |
| 2022 | Residual bootstrap exploration for stochastic linear bandit. | Shuang Wu, Chi-Hua Wang, Yuantong Li, Guang Cheng |
| 2022 | Partial likelihood Thompson sampling. | Han Wu, Stefan Wager |
| 2022 | Differentially private multi-party data release for linear regression. | Ruihan Wu, Xin Yang, Yuanshun Yao, Jiankai Sun, Tianyi Liu, Kilian Q. Weinberger, Chong Wang |
| 2022 | A new constructive criterion for Markov equivalence of MAGs. | Marcel Wienbst, Max Bannach, Maciej Liskiewicz |