Ananth Mahadevan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Bibliographic Data

Chi Square Test

Machine Learning Models

Top Venues

Mach. Learn. Knowl. Extr.

Publications

Ananth Mahadevan, Michael Mathioudakis
Cost-aware retraining for machine learning. Knowl. Based Syst. 293 (2024)
Ananth Mahadevan, Michael Mathioudakis, Eetu Mäkelä, Mikko Tolonen
Optimizing a Data Science System for Text Reuse Analysis. CoRR (2024)
David Rosson, Eetu Mäkelä, Ville Vaara, Ananth Mahadevan, Yann Ciarán Ryan, Mikko Tolonen
Reception Reader: Exploring Text Reuse in Early Modern British Publications. CoRR (2023)
Ananth Mahadevan, Michael Mathioudakis
Cost-Effective Retraining of Machine Learning Models. CoRR (2023)
Ananth Mahadevan, Arpit Merchant, Yanhao Wang, Michael Mathioudakis
Robustness of Sketched Linear Classifiers to Adversarial Attacks. CIKM (2022)
Ananth Mahadevan, Michael Mathioudakis
Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study. Mach. Learn. Knowl. Extr. 4 (3) (2022)
Arpit Merchant, Ananth Mahadevan, Michael Mathioudakis
Scalably Using Node Attributes and Graph Structure for Node Classification. Entropy 24 (7) (2022)
Bruno Ordozgoiti, Ananth Mahadevan, Antonis Matakos, Aristides Gionis
Provable randomized rounding for minimum-similarity diversification. Data Min. Knowl. Discov. 36 (2) (2022)
Ananth Mahadevan, Michael Mathioudakis
Certifiable Machine Unlearning for Linear Models. CoRR (2021)