2 papers
cs.LG2024
WindowMixer: Intra-Window and Inter-Window Modeling for Time Series Forecasting
Quangao Liu, Ruiqi Li, Maowei Jiang +4
Time series forecasting (TSF) is crucial in fields like economic forecasting, weather prediction, traffic flow analysis, and public health surveillance. Real-world time series data…
cs.LG2024
Tokenize features, enhancing tables: the FT-TABPFN model for tabular classification
Quangao Liu, Wei Yang, Chen Liang +2
Traditional methods for tabular classification usually rely on supervised learning from scratch, which requires extensive training data to determine model parameters. However, a no…