most citedA Stochastic Large-scale Machine Learning Algorithm for Distributed Features and Observations

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cs.LG2025

Topic Analysis with Side Information: A Neural-Augmented LDA Approach

Biyi Fang, Truong Vo, Kripa Rajshekhar +1

Traditional topic models such as Latent Dirichlet Allocation (LDA) have been widely used to uncover latent structures in text corpora, but they often struggle to integrate auxiliar…

cs.LG2025

Tricks and Plug-ins for Gradient Boosting with Transformers

Biyi Fang, Truong Vo, Jean Utke +1

Transformer architectures dominate modern NLP but often demand heavy computational resources and intricate hyperparameter tuning. To mitigate these challenges, we propose a novel f…