Sauman Das

According to our database, Sauman Das authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Tree Learning: Optimal Algorithms and Sample Complexity.

Dmitrii Avdiukhin, Grigory Yaroslavtsev, Danny Vainstein, Orr Fischer, Sauman Das, Faraz Mirza

CoRR, 2023

Tree Learning: Optimal Sample Complexity and Algorithms.

Dmitrii Avdiukhin, Grigory Yaroslavtsev, Danny Vainstein, Orr Fischer, Sauman Das, Faraz Mirza

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning.

Sauman Das

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Cross-Dataset Evaluation of Multimodal Neural Networks for Glaucoma Diagnosis.

Sauman Das, Arnav Jain, Audhav Durai, Sameer Gabbita, Aditya Vasantharao, Vishal Kotha

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Automated Bias Reduction in Deep Learning Based Melanoma Diagnosis using a Semi-Supervised Algorithm.

Sauman Das

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021