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cs.LG2025
Uncertainty Modeling for Multi-Objective RTA Interception with Distillation Acceleration
Gaoxiang Zhao, Ruinan Qiu, Xiaoting Wang +4
Real-Time Auction (RTA) interception decides which incoming advertising requests reach downstream systems, and therefore controls the quality of the data those systems learn from.…
cs.LG2024
AverageTime: Enhance Long-Term Time Series Forecasting with Simple Averaging
Gaoxiang Zhao, Chunmao Huang, Li Zhou +1
Multivariate long-term time series forecasting aims to predict future sequences by utilizing historical observations, with a core focus on modeling intra-sequence and cross-channel…
cs.LG2024
ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting
GaoXiang Zhao, Li Zhou, XiaoQiang Wang
Long time series forecasting aims to utilize historical information to forecast future states over extended horizons. Traditional RNN-based series forecasting methods struggle to e…