29 citations · 45 across the 5 of their papers we have counts for
4 papers · 1 filter
A Conservative Q-Learning approach for handling distribution shift in sepsis treatment strategies
Pramod Kaushik, Sneha Kummetha, Perusha Moodley +1
Sepsis is a leading cause of mortality and its treatment is very expensive. Sepsis treatment is also very challenging because there is no consensus on what interventions work best…
Value-of-Information based Arbitration between Model-based and Model-free Control
Krishn Bera, Yash Mandilwar, Bapi Raju
There have been numerous attempts in explaining the general learning behaviours using model-based and model-free methods. While the model-based control is flexible yet computationa…
Expert2Coder: Capturing Divergent Brain Regions Using Mixture of Regression Experts
Subba Reddy Oota, Naresh Manwani, Raju S. Bapi
fMRI semantic category understanding using linguistic encoding models attempts to learn a forward mapping that relates stimuli to the corresponding brain activation. State-of-the-a…
Mixture of Regression Experts in fMRI Encoding
Subba Reddy Oota, Adithya Avvaru, Naresh Manwani +1
fMRI semantic category understanding using linguistic encoding models attempt to learn a forward mapping that relates stimuli to the corresponding brain activation. Classical encod…