Showing cs.LGShow all
3 papers · 1 filter
cs.LG2026
Convolutionally Low-Rank Models with Modified Quantile Regression for Interval Time Series Forecasting
Miaoxuan Zhu, Yi Yu, Yuyang Li +2
The quantification of uncertainty in prediction models is crucial for reliable decision-making, yet remains a significant challenge. Interval time series forecasting offers a princ…
cs.LG2024
Towards stable training of parallel continual learning
Li Yuepan, Fan Lyu, Yuyang Li +3
Parallel Continual Learning (PCL) tasks investigate the training methods for continual learning with multi-source input, where data from different tasks are learned as they arrive.…
cs.LG2024
Variational Continual Test-Time Adaptation
Fan Lyu, Kaile Du, Yuyang Li +5
Continual Test-Time Adaptation (CTTA) task investigates effective domain adaptation under the scenario of continuous domain shifts during testing time. Due to the utilization of so…