2 papers
cs.LG2025
TimeCluster with PCA is Equivalent to Subspace Identification of Linear Dynamical Systems
Christian L. Hines, Samuel Spillard, Daniel P. Martin
TimeCluster is a visual analytics technique for discovering structure in long multivariate time series by projecting overlapping windows of data into a low-dimensional space. We sh…
cs.LG2025
Brief analysis of DeepSeek R1 and its implications for Generative AI
Sarah Mercer, Samuel Spillard, Daniel P. Martin
In late January 2025, DeepSeek released their new reasoning model (DeepSeek R1); which was developed at a fraction of the cost yet remains competitive with OpenAI's models, despite…