Publications

Cost-aware Retraining for Machine Learning
Ananth Mahadevan, Michael Mathioudakis
PDF Cite Poster DOI Code Arvix
Optimizing a Data Science System for Text Reuse Analysis
Ananth Mahadevan, Michael Mathioudakis, Eetu Mäkelä, Mikko Tolonen
Cite Project Code Arxiv
A Comparative text similarity analysis of the works of Bernard Mandeville
Yann Ryan, Ananth Mahadevan, Mikko Tolonen
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Reception Reader: Exploring Text Reuse in Early Modern British Publications
David Rosson, Eetu Mäkelä, Ville Vaara, Ananth Mahadevan, Yann Ryan, Mikko Tolonen
Cite Project 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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