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Author

Ananth Mahadevan

Observed name: Mahadevan, Ananth
Observed institution: University of Helsinki
ORCID: 0000-0001-5401-5716
Observed ORCID: 0000-0001-5401-5716
OpenAlex ID: A5075832299
Cost-aware retraining for machine learning
2024 · Ananth Mahadevan, Michael Mathioudakis · Knowledge-Based Systems · 36
Certifiable Machine Unlearning for Linear Models
2021 · Mahadevan, Ananth, Mathioudakis, Michael · arXiv (Cornell University) · 11
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Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study
2022 · Ananth Mahadevan, Michael Mathioudakis · Machine Learning and Knowledge Extraction · 10
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Reception Reader: Exploring Text Reuse in Early Modern British Publications
2023 · David Rosson, Eetu Mäkelä, et al. · Journal of Open Humanities Data · 8
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A Comparative text similarity analysis of the works of Bernard Mandeville
2023 · Yann Ryan, Ananth Mahadevan, et al. · Digital enlightenment studies. · 6
Text reuse in large historical corpora: insights from the optimization of a data science system
2025 · Ananth Mahadevan, Michael Mathioudakis, et al. · International Journal of Data Science and Analytics · 5
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Optimizing a Data Science System for Text Reuse Analysis
2024 · Mahadevan, Ananth, Mathioudakis, Michael, et al. · arXiv (Cornell University) · 2
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Cost-Effective Retraining of Machine Learning Models
2023 · Mahadevan, Ananth, Mathioudakis, Michael · arXiv (Cornell University) · 2
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Matching Meaning at Scale: Evaluating Semantic Search for 18th-Century Intellectual History through the Case of Locke
2026 · Yu Wu, Ananth Mahadevan, et al. · International Conference on Natural Language Processing for Digital Humanities (NLP4DH) · 1
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Scalably Using Node Attributes and Graph Structure for Node Classification
2022 · Arpit Merchant, Ananth Mahadevan, et al. · Entropy · 1
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Matching Meaning at Scale: Evaluating Semantic Search for 18th-Century Intellectual History through the Case of Locke
2026 · Wu, Yu, Mahadevan, Ananth, et al. · arXiv (Cornell University)
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PhiPlot: A Web-Based Interactive EDA Environment for Atmospherically Relevant Molecules
2026 · Loukojärvi, Matias, Mahadevan, Ananth, et al. · arXiv (Cornell University)
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Koneoppimislinjastojen skaalaus ja ylläpito
2024 · Mahadevan, Ananth · Työväentutkimus Vuosikirja
Reception Reader: Shakespeare text reuse dataset
2023 · Rosson, David, Mäkelä, Eetu, et al. · Zenodo (CERN European Organization for Nuclear Research)
Robustness of Sketched Linear Classifiers to Adversarial Attacks
2022 · Ananth Mahadevan, Arpit Merchant, et al. · ACM International Conference on Information and Knowledge Management (CIKM)
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Provable randomized rounding for minimum-similarity diversification
2022 · Bruno Ordozgoiti, Ananth Mahadevan, et al. · Data Mining and Knowledge Discovery
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Vote Prediction Models for Signed Social Networks
2020 · Ananth Mahadevan · Aaltodoc (Aalto University)
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Works count: 17
Citation count: 82
H-index: 5
I10-index: 3
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