15 citations · 20 across the 7 of their papers we have counts for
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cs.LG2025
Transfer Learning of Tabular Data by Finetuning Large Language Models
Shourav B. Rabbani, Ibna Kowsar, Manar D. Samad
Despite the artificial intelligence (AI) revolution, deep learning has yet to achieve much success with tabular data due to heterogeneous feature space and limited sample sizes wit…
cs.LG2022
Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data
Manar Samad, Sakib Abrar
Fully connected deep neural networks (DNN) often include redundant weights leading to overfitting and high memory requirements. Additionally, the performance of DNN is often challe…
cs.LG2022★ 2 cited
Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework
Manar D Samad, Sakib Abrar, Norou Diawara
Missing values in tabular data restrict the use and performance of machine learning, requiring the imputation of missing values. The most popular imputation algorithm is arguably m…