Publications

Cost-Effective Retraining of Machine Learning Models
Ananth Mahadevan, Michael Mathioudakis
Cite Poster Arvix
Reception Reader: Exploring Text Reuse in Early Modern British Publications
David Rosson, Eetu Mäkelä, Ville Vaara, Ananth Mahadevan, Yann Ryan, Mikko Tolonen
Cite DOI Demo Arxiv
Robustness of Sketched Linear Classifiers to Adversarial Attacks
Ananth Mahadevan, Arpit Merchant, Yanhao Wang, Michael Mathioudakis
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Scalably Using Node Attributes and Graph Structure for Node Classification
Arpit Merchant, Ananth Mahadevan, Michael Mathioudakis
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Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study
Ananth Mahadevan, Michael Mathioudakis
PDF Cite Code DOI Arvix Poster
Provable randomized rounding for minimum-similarity diversification
Bruno Ordozgiti, Ananth Mahadevan, Antonis Matakos, Aristides Gionis
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