LPLgrad: Optimizing Active Learning Through Gradient Norm Sample Selection and Auxiliary Model Training. - Shreen Gul; Mohamed Elmahallawy; Sanjay Madria; Ardhendu Tripathy (IEEE Big Data, 2024)

FisherMask: Enhancing Neural Network Labeling Efficiency in Image Classification Using Fisher Information. - Shreen Gul; Mohamed Elmahallawy; Sanjay Madria; Ardhendu Tripathy (IEEE Big Data, 2024)