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Vinith M. Suriyakumar

Observed names: Suriyakumar, Vinith, Suriyakumar, Vinith M., Vinith Suriyakumar
ORCID: 0009-0006-3788-0496
Observed ORCID: 0009-0006-3788-0496
OpenAlex ID: A5014472990
Chasing Your Long Tails
2021 · Vinith M. Suriyakumar, Nicolas Papernot, et al. · ACM Conference on Fairness, Accountability, and Transparency (FAccT) · 47
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Can You Fake It Until You Make It?
2021 · Victoria Cheng, Vinith M. Suriyakumar, et al. · ACM Conference on Fairness, Accountability, and Transparency (FAccT) · 42
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Algorithmic Pluralism: A Structural Approach To Equal Opportunity
2024 · Shomik Jain, Vinith Suriyakumar, et al. · 18
Public Data-Assisted Mirror Descent for Private Model Training
2021 · Amid, Ehsan, Ganesh, Arun, et al. · arXiv (Cornell University) · 13
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Algorithms that Approximate Data Removal: New Results and Limitations
2022 · Vinith Suriyakumar, Ashia Wilson · neural information processing systems · 9
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Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings
2020 · Suriyakumar, Vinith M., Papernot, Nicolas, et al. · arXiv (Cornell University) · 9
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One-shot Empirical Privacy Estimation for Federated Learning
2023 · Andrew, Galen, Kairouz, Peter, et al. · arXiv (Cornell University) · 7
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Architecture-Level Modeling of Photonic Deep Neural Network Accelerators
2024 · Tanner Andrulis, Gohar Irfan Chaudhry, et al. · IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) · 6
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Using Generative Models for Pediatric wbMRI
2020 · Chang, Alex, Suriyakumar, Vinith M., et al. · arXiv (Cornell University) · 6
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Open-source software for collision detection in external beam radiation therapy
2017 · Vinith M. Suriyakumar, Renee Xu, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 5
When Personalization Harms: Reconsidering the Use of Group Attributes in Prediction
2022 · Suriyakumar, Vinith M., Ghassemi, Marzyeh, et al. · arXiv (Cornell University) · 3
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Organ retrieval and collection of health information for donation: The ORCHID dataset
2026 · Hammaad Adam, Tom Pollard, et al. · Scientific Data · 2
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Computational challenges arising in algorithmic fairness and health equity with generative AI
2025 · Vinith M. Suriyakumar, Anna Zink, et al. · Nature Computational Science · 1
Learning the Wrong Lessons: Syntactic-Domain Spurious Correlations in Language Models
2025 · Chantal Shaib, Vinith Suriyakumar, et al. · neural information processing systems · 1
Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models
2024 · Suriyakumar, Vinith M., Alur, Rohan, et al. · arXiv (Cornell University) · 1
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Private Multi-Winner Voting for Machine Learning
2023 · Adam Dziedzic, Christopher A. Choquette-Choo, et al. · Proceedings on Privacy Enhancing Technologies · 1
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Evaluation without Generation: Non-Generative Assessment of Harmful Model Specialization with Applications to CSAM
2026 · Suriyakumar, Vinith M., Sekhari, Ayush, et al. · arXiv (Cornell University)
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Organ retrieval and collection of health information for donation: The ORCHID dataset
2026 · Adam, Hammaad, Pollard, Tom, et al. · Scientific Data
Differential Privacy and Medical Data Analysis
2025 · Vinith M. Suriyakumar, Nicolas Papernot, et al. · Emerald Group Publishing Limited eBooks
UCD: Unlearning in LLMs via Contrastive Decoding
2025 · Suriyakumar, Vinith M., Sekhari, Ayush, et al. · arXiv (Cornell University)
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Layered Unlearning for Adversarial Relearning
2025 · Qian, Timothy, Suriyakumar, Vinith, et al. · arXiv (Cornell University)
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Chapter 9 Differential Privacy and Medical Data Analysis
2025 · Vinith M. Suriyakumar, Nicolas Papernot, et al.
Impact of Generative AI on the Creative Economy
2024 · Vinith M. Suriyakumar, Rohan Alur, et al.
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3D Reasoning for Unsupervised Anomaly Detection in Pediatric WbMRI
2021 · Chang, Alex, Suriyakumar, Vinith, et al. · arXiv (Cornell University)
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Works count: 28
Citation count: 173
H-index: 7
I10-index: 4
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