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stat.ML2019★ 11 cited
Limitations of Lazy Training of Two-layers Neural Networks
Behrooz Ghorbani, Song Mei, Theodor Misiakiewicz +1
We study the supervised learning problem under either of the following two models: (1) Feature vectors are -dimensional Gaussians and responses are $y_i = f_…
stat.ML2018
An Instability in Variational Inference for Topic Models
Behrooz Ghorbani, Hamid Javadi, Andrea Montanari
Topic models are Bayesian models that are frequently used to capture the latent structure of certain corpora of documents or images. Each data element in such a corpus (for instanc…