Topic Models for Multiscale Analysis - CGSI 2024

Explore topic models for multiscale analysis in this 47-minute conference talk by Kris Sankaran at the Computational Genomics Summer Institute (CGSI) 2024. Delve into the application of topic modeling techniques for analyzing count data across multiple scales, with a focus on biostatistics and microbiome research. Examine key concepts from related papers, including latent variable modeling for microbiome data, probabilistic topic models, and generative models from an interdisciplinary perspective. Gain insights into the alignment of topics for multiscale analysis and understand how these methods can be applied to computational genomics and related fields.