Vikram V. Ramaswamy

Photo credit: David Kelly Crow

Vikram V. Ramaswamy

vr23 (at) cs.princeton.edu

Department of Computer Science
Princeton University

Pronouns: he/him or they/them Why this?

Primarily, I'm interested in interpretability of machine learning models and algorithmic fairness. I've also worked in algorithmic lower bounds and complexity theory. Representative papers are highlighted.

(α - β) denotes alphabetical ordering.

	Unifying concept-based explanations Vikram V. Ramaswamy , Sunnie S. Y. Kim, Nicole Meister, Ruth Fong, Olga Russakovsky Preprint, 2022
	Beyond web-scraping: Crowd-sourcing a geographically diverse image dataset Vikram V. Ramaswamy , Sing Yu Lin, Dora Zhao, Aaron B. Adcock, Laurens van der Maaten, Deepti Ghadiyaram, Olga Russakovsky Preprint, 2023 arxiv / code
	Gender artifacts in Visual Datasets Nicole Meister, Dora Zhao, Angelina Wang, Vikram V. Ramaswamy , Ruth Fong , Olga Russakovsky ICCV, 2023 arxiv / code
	Overlooked factors in concept based explanations: Dataset choice, concept saliency and human capability Vikram V. Ramaswamy , Sunnie S. Y. Kim, Ruth Fong, Olga Russakovsky CVPR, 2023 arxiv / code
	ELUDE: Generating interpretable explanations via a decomposition into labelled and unlabelled features Vikram V. Ramaswamy , Sunnie S. Y. Kim, Nicole Meister, Ruth Fong, Olga Russakovsky preprint, 2022 arxiv
	HIVE: Evaluating the Human Interpretability of Visual Explanations Sunnie S. Y. Kim, Nicole Meister, Vikram V. Ramaswamy , Ruth Fong, Olga Russakovsky ECCV, 2022 arxiv / code
	Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation Angelina Wang, Vikram V. Ramaswamy , Olga Russakovsky FAccT, 2022 arxiv / code
	Fair Attribute Classification through Latent Space De-biasing Vikram V. Ramaswamy , Sunnie S. Y. Kim, Olga Russakovsky CVPR, 2021 arxiv / code
	New Query Lower Bounds for Submodular Function Minimization (α - β) Andrei Graur, Tristan Pollner, V. Ramaswamy , S. Matthew Weinberg ICTS, 2020 arxiv
	Space Complexity of Reachability Testing in Labelled Graphs (α - β) V. Ramaswamy, Jayalal Sarma, K. S. Sunil LATA, 2017. JCSS, 2019. pdf