most citedProbabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics

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cs.LG2026

Multi-Integration of Labels across Categories for Component Identification (MILCCI)

Noga Mudrik, Yuxi Chen, Gal Mishne +1

Many fields collect large-scale temporal data through repeated measurements (trials), where each trial is labeled with a set of metadata variables spanning several categories. For…

cs.LG2024

Multiway Multislice PHATE: Visualizing Hidden Dynamics of RNNs through Training

Jiancheng Xie, Lou C. Kohler Voinov, Noga Mudrik +2

Recurrent neural networks (RNNs) are a widely used tool for sequential data analysis; however, they are still often seen as black boxes. Visualizing the internal dynamics of RNNs i…