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stat.ML2024★ 2 cited
What Representational Similarity Measures Imply about Decodable Information
Sarah E. Harvey, David Lipshutz, Alex H. Williams
Neural responses encode information that is useful for a variety of downstream tasks. A common approach to understand these systems is to build regression models or ``decoders'' th…
stat.ML2022★ 1 cited
An online algorithm for contrastive Principal Component Analysis
Siavash Golkar, David Lipshutz, Tiberiu Tesileanu +1
Finding informative low-dimensional representations that can be computed efficiently in large datasets is an important problem in data analysis. Recently, contrastive Principal Com…