3 papers
cs.LG2026
Robust Neural Tucker Factorization with Bias Correction and Adaptive Initialization
Yuchao Su, Yixin Ran
High-dimensional incomplete (HDI) tensors are widely used in traffic and climate applications, but sparse observations make accurate completion difficult. The intrinsic non-linear…
cs.LG2025
Federated Latent Factor Learning for Recovering Wireless Sensor Networks Signal with Privacy-Preserving
Chengjun Yu, Yixin Ran, Yangyi Xia +2
Wireless Sensor Networks (WSNs) are a cutting-edge domain in the field of intelligent sensing. Due to sensor failures and energy-saving strategies, the collected data often have ma…
cs.LG2025
Federated Latent Factor Model for Bias-Aware Recommendation with Privacy-Preserving
Junxiang Gao, Yixin Ran, Jia Chen
A recommender system (RS) aims to provide users with personalized item recommendations, enhancing their overall experience. Traditional RSs collect and process all user data on a c…