Deep Generative Models to Counter Class Imbalance: A Model-Metric Mapping With Proportion Calibration Methodology. - Behroz Mirza; Danish Haroon; Behraj Khan; Ali Padhani; Tahir Q. Syed (IEEE Access, 2021)

Potential Deep Learning Solutions to Persistent and Emerging Big Data Challenges - A Practitioners' Cookbook. - Behroz Mirza; Tahir Q. Syed; Behraj Khan; Muhammad Yameen Malik (ACM Comput. Surv., 2022)

Self-supervision for Tabular Data by Learning to Predict Additive Homoskedastic Gaussian Noise as Pretext. - Tahir Syed; Behroz Mirza (ACM Trans. Knowl. Discov. Data, 2023)

Causal Covariate Shift Correction using Fisher information penalty. - Behraj Khan; Behroz Mirza; Tahir Syed (Tiny Papers @ ICLR, 2024)

Mitigating covariate shift in non-colocated data with learned parameter priors. - Behraj Khan; Behroz Mirza; Nouman M. Durrani; Tahir Syed (CoRR, 2024)