most citedTime Series Forecasting with Stacked Long Short-Term Memory Networks

5 citations · 5 across the 2 of their papers we have counts for

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cs.LG2025

From SGD to Spectra: A Theory of Neural Network Weight Dynamics

Brian Richard Olsen, Sam Fatehmanesh, Frank Xiao +2

Deep neural networks have revolutionized machine learning, yet their training dynamics remain theoretically unclear-we develop a continuous-time, matrix-valued stochastic different…

cs.LG2020★ 5 cited

Time Series Forecasting with Stacked Long Short-Term Memory Networks

Frank Xiao

Long Short-Term Memory (LSTM) networks are often used to capture temporal dependency patterns. By stacking multi-layer LSTM networks, it can capture even more complex patterns. Thi…