Automated Bias Reduction in Deep Learning Based Melanoma Diagnosis using a Semi-Supervised Algorithm. - Sauman Das (BIBM, 2021)

Cross-Dataset Evaluation of Multimodal Neural Networks for Glaucoma Diagnosis. - Sauman Das; Arnav Jain; Audhav Durai; Sameer Gabbita; Aditya Vasantharao; Vishal Kotha (DSAA, 2022)

Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning. - Sauman Das (ICTAI, 2022)

Tree Learning: Optimal Sample Complexity and Algorithms. - Dmitrii Avdiukhin; Grigory Yaroslavtsev; Danny Vainstein; Orr Fischer; Sauman Das; Faraz Mirza (AAAI, 2023)

Tree Learning: Optimal Algorithms and Sample Complexity. - Dmitrii Avdiukhin; Grigory Yaroslavtsev; Danny Vainstein; Orr Fischer; Sauman Das; Faraz Mirza (CoRR, 2023)