2 citations · 3 across the 3 of their papers we have counts for
3 papers
DISPCA : A hybrid iterative-sequential approach for the identification of errors-in-variables model of linear DAE systems
Deepanjhan Das, Vishwesh Ramanathan, Shankar Narasimhan
The dynamic behavior of numerous engineering processes is effectively characterized through differential-algebraic equations (DAEs), commonly referred to as descriptor systems. Whi…
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
Vishwesh Ramanathan, Tony Xu, Pushpak Pati +3
Prediction tasks in digital pathology are challenging due to the massive size of whole-slide images (WSIs) and the weak nature of training signals. Advances in computing, data avai…
Cross-Validation Is All You Need: A Statistical Approach To Label Noise Estimation
Jianan Chen, Vishwesh Ramanathan, Tony Xu +1
Machine learning models experience deteriorated performance when trained in the presence of noisy labels. This is particularly problematic for medical tasks, such as survival predi…