3 citations · 5 across the 3 of their papers we have counts for
3 papers
Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis
Pranav Poduval, Hrushikesh Loya, Amit Sethi
Deep neural networks have revolutionized medical image analysis and disease diagnosis. Despite their impressive performance, it is difficult to generate well-calibrated probabilist…
Uncertainty Estimation in Cancer Survival Prediction
Hrushikesh Loya, Pranav Poduval, Deepak Anand +2
Survival models are used in various fields, such as the development of cancer treatment protocols. Although many statistical and machine learning models have been proposed to achie…
Unreliable Multi-Armed Bandits: A Novel Approach to Recommendation Systems
Aditya Narayan Ravi, Pranav Poduval, Sharayu Moharir
We use a novel modification of Multi-Armed Bandits to create a new model for recommendation systems. We model the recommendation system as a bandit seeking to maximize reward by pu…