44 citations · 46 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Do Mice Grok? Glimpses of Hidden Progress During Overtraining in Sensory Cortex
Tanishq Kumar, Blake Bordelon, Cengiz Pehlevan +2
Does learning of task-relevant representations stop when behavior stops changing? Motivated by recent theoretical advances in machine learning and the intuitive observation that hu…
cs.LG2012★ 44 cited
Nonparametric variational inference
Samuel Gershman, Matt Hoffman, David Blei
Variational methods are widely used for approximate posterior inference. However, their use is typically limited to families of distributions that enjoy particular conjugacy proper…
stat.ML2011★ 1 cited
A Tutorial on Bayesian Nonparametric Models
Samuel J. Gershman, David M. Blei
A key problem in statistical modeling is model selection, how to choose a model at an appropriate level of complexity. This problem appears in many settings, most prominently in ch…