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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…
q-bio.NC2022
Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
David Lipshutz, Cengiz Pehlevan, Dmitri B. Chklovskii
Early sensory systems in the brain rapidly adapt to fluctuating input statistics, which requires recurrent communication between neurons. Mechanistically, such recurrent communicat…