Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Human-inspired, Task-Dimension-Guided Exploration for Efficient Learning in High Dimensions
Fanyu Zhu, Jiahui An, Ni Ji
Efficient exploration in high-dimensional decision spaces remains a central challenge for decision-making systems. Humans, in contrast, can navigate large decision spaces with rema…
cs.LG2026
Understanding and Correcting Low-Frequency Bias in EEG Foundation Model
Junjie Yu, Zihan Deng, Jianyu Zhang +8
Increasing EEG pretraining data scale or model capacity does not consistently improve downstream performance. We identify a persistent low-frequency bias in representations learned…