Ananth Mahadevan

Research activity per year

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Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study
Mahadevan, A. & Mathioudakis, M., 22 Jun 2022, In: Machine learning and knowledge extraction. 4, 3, p. 591-620 30 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
Provable randomized rounding for minimum-similarity diversification
Ordozgoiti, B., Mahadevan, A., Matakos, A. & Gionis, A., Mar 2022, In: Data Mining and Knowledge Discovery. 36, p. 709-738 30 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
Robustness of Sketched Linear Classifiers to Adversarial Attacks
Mahadevan, A., Merchant, A., Wang, Y. & Mathioudakis, M., Oct 2022, International Conference on Information and Knowledge Management (CIKM). Association for Computing Machinery, p. 4319-4323 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
Scalably Using Node Attributes and Graph Structure for Node Classification
Merchant, A., Mahadevan, A. & Mathioudakis, M., 30 Jun 2022, In: Entropy. 24, 7, p. 511-522 18 p., 906.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
Certifiable Machine Unlearning for Linear Models
Mahadevan, A. & Mathioudakis, M., 2021, (Submitted) (arXiv e-prints).
Research output: Working paper › Preprint

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