Mixture of Low Rank Adaptation with Partial Parameter Sharing for Time Series Forecasting

Licheng Pan, Zhichao Chen, Haoxuan Li +5

Multi-task forecasting has become the standard approach for time-series forecasting (TSF). However, we show that it suffers from an Expressiveness Bottleneck, where predictions at…