Shourav B. Rabbani

According to our database, Shourav B. Rabbani authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records.

Yina Hou, Shourav B. Rabbani, Liang Hong, Norou Diawara, Manar D. Samad

CoRR, June, 2025

No Imputation of Missing Values In Tabular Data Classification Using Incremental Learning.

Manar D. Samad, Kazi Fuad Bin Akhter, Shourav B. Rabbani, Ibna Kowsar

CoRR, April, 2025

DeepIFSA: Deep Imputation of Missing Values Using Feature and Sample Attention.

Ibna Kowsar, Shourav B. Rabbani, Yina Hou, Manar D. Samad

CoRR, January, 2025

Transfer Learning of Tabular Data by Finetuning Large Language Models.

Shourav B. Rabbani, Ibna Kowsar, Manar D. Samad

CoRR, January, 2025

DeepIFSAC: Deep imputation of missing values using feature and sample attention within contrastive framework.

Ibna Kowsar, Shourav B. Rabbani, Yina Hou, Manar D. Samad

Knowl. Based Syst., 2025

Deep clustering of tabular data by weighted Gaussian distribution learning.

Shourav B. Rabbani, Ivan V. Medri, Manar D. Samad

Neurocomputing, 2025

2024

Attention versus Contrastive Learning of Tabular Data - A Data-centric Benchmarking.

Shourav B. Rabbani, Ivan V. Medri, Manar D. Samad

CoRR, 2024

Attention-Based Imputation of Missing Values in Electronic Health Records Tabular Data.

Ibna Kowsar, Shourav B. Rabbani, Manar D. Samad

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

2023

Between-Sample Relationship in Learning Tabular Data Using Graph and Attention Networks.

Shourav B. Rabbani, Manar D. Samad

CoRR, 2023