Gautam Machiraju

According to our database, Gautam Machiraju authored at least 4 papers between 2021 and 2024.

Collaborative distances:

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

2024

Prospector Heads: Generalized Feature Attribution for Large Models & Data.

Gautam Machiraju, Alexander Derry, Arjun D. Desai, Neel Guha, Amir-Hossein Karimi, James Zou, Russ B. Altman, Christopher Ré, Parag Mallick

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

A Dataset Generation Framework for Evaluating Megapixel Image Classifiers and Their Explanations.

Gautam Machiraju, Sylvia K. Plevritis, Parag Mallick

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Developing machine learning models to personalize care levels among emergency room patients for hospital admission.

Minh Nguyen, Conor K. Corbin, Tiffany Eulalio, Nicolai P. Ostberg, Gautam Machiraju, Ben J. Marafino, Michael Baiocchi, Christian Rose, Jonathan H. Chen

J. Am. Medical Informatics Assoc., 2021

Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage.

Minh Nguyen, Nicolai P. Ostberg, Conor K. Corbin, Tiffany Eulalio, Gautam Machiraju, Ben J. Marafino, Michael Baiocchi, Christian Rose, Jonathan H. Chen

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021