Niranjani Prasad

According to our database, Niranjani Prasad authored at least 8 papers between 2015 and 2023.

Collaborative distances:

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

2023

AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires.

Melanie F. Pradier, Niranjani Prasad, Paidamoyo Chapfuwa, Sahra Ghalebikesabi, Max Ilse, Steven Woodhouse, Rebecca Elyanow, Javier Zazo, Javier González Hernández, Julia Greissl, Edward Meeds

CoRR, 2023

AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires.

Melanie F. Pradier, Niranjani Prasad, Paidamoyo Chapfuwa, Sahra Ghalebikesabi, Maximilian Ilse, Steven Woodhouse, Rebecca Elyanow, Javier Zazo, Javier González Hernández, Julia Greissl, Edward Meeds

Proceedings of the Machine Learning for Healthcare Conference, 2023

2020

Methods for Reinforcement Learning in Clinical Decision Support

Niranjani Prasad

PhD thesis, 2020

Defining admissible rewards for high-confidence policy evaluation in batch reinforcement learning.

Niranjani Prasad, Barbara E. Engelhardt, Finale Doshi-Velez

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2019

Defining Admissible Rewards for High Confidence Policy Evaluation.

Niranjani Prasad, Barbara E. Engelhardt, Finale Doshi-Velez

CoRR, 2019

An Optimal Policy for Patient Laboratory Tests in Intensive Care Units.

Li-Fang Cheng, Niranjani Prasad, Barbara E. Engelhardt

Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

2017

A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units.

Niranjani Prasad, Li-Fang Cheng, Corey Chivers, Michael Draugelis, Barbara E. Engelhardt

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

2015

Scaling recurrent neural network language models.

Will Williams, Niranjani Prasad, David Mrva, Tom Ash, Tony Robinson

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015