Publications
* indicates equal contribution
** indicates corresponding author
Continual Learning/Machine Unlearning
Multi-Objective/Task Learning
Bilevel Optimization
Distributed Learning over Networks
On Resource Pooling and Separation for LRU Caching Jian Tan, Guocong Quan, Kaiyi Ji, Ness Shroff Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2018
Stochastic Optimization and Control
A New One-Point Residual-Feedback Oracle For Black-Box Learning and Control Yan Zhang, Yi Zhou, Kaiyi Ji, Michael M. Zavlanos Automatica 2021.
Statistical Learning Theory
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