Machiraju, Gautam

3 publications

ICML 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 Re, Parag Mallick

ICMLW 2023 Prospectors: Leveraging Short Contexts to Mine Salient Objects in High-Dimensional Imagery Gautam Machiraju, Arjun D Desai, James Zou, Christopher Re, Parag Mallick

ECCV 2022 A Dataset Generation Framework for Evaluating Megapixel Image Classifiers & Their Explanations Gautam Machiraju, Sylvia Plevritis, Parag Mallick