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.

	Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni, Tyler Zhu, Olga Russakovsky, Vikram V. Ramaswamy CVPR, 2025
	GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition Vikram V. Ramaswamy, Sing Yu Lin, Dora Zhao, Aaron B. Adcock, Laurens van der Maaten, Deepti Ghadiyaram, Olga Russakovsky NeurIPS Datasets and Benchmarks, 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
	Unifying concept-based explanations Vikram V. Ramaswamy, Sunnie S. Y. Kim, Nicole Meister, Ruth Fong, Olga Russakovsky Preprint, 2022
	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