Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Training Neural Networks with Optimal Double-Bayesian Learning
Vy Bui, Hang Yu, Karthik Kantipudi +2
Backpropagation with gradient descent is a common optimization strategy employed by most neural network architectures in machine learning. However, finding optimal hyperparameters…
cs.LG2025
VFEM: Visual Feature Empowered Multivariate Time Series Forecasting with Cross-Modal Fusion
Yanlong Wang, Hang Yu, Jian Xu +7
Large time series foundation models often adopt channel-independent architectures to handle varying data dimensions, but this design ignores crucial cross-channel dependencies. Mea…