384 citations · 505 across the 25 of their papers we have counts for
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stat.ME2023
Sparse topic modeling via spectral decomposition and thresholding
Huy Tran, Yating Liu, Claire Donnat
The probabilistic Latent Semantic Indexing model assumes that the expectation of the corpus matrix is low-rank and can be written as the product of a topic-word matrix and a word-d…
cs.LG2023★ 1 cited
A Simplified Framework for Contrastive Learning for Node Representations
Ilgee Hong, Huy Tran, Claire Donnat
Contrastive learning has recently established itself as a powerful self-supervised learning framework for extracting rich and versatile data representations. Broadly speaking, cont…