2 papers
cs.CL2025
EMTSF:Extraordinary Mixture of SOTA Models for Time Series Forecasting
Musleh Alharthi, Kaleel Mahmood, Sarosh Patel +1
The immense success of the Transformer architecture in Natural Language Processing has led to its adoption in Time Se ries Forecasting (TSF), where superior performance has been sh…
cs.LG2024
xLSTMTime : Long-term Time Series Forecasting With xLSTM
Musleh Alharthi, Ausif Mahmood
In recent years, transformer-based models have gained prominence in multivariate long-term time series forecasting (LTSF), demonstrating significant advancements despite facing cha…