Ananth Mahadevan

According to our database, Ananth Mahadevan authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Cost-aware retraining for machine learning.

Ananth Mahadevan, Michael Mathioudakis

Knowl. Based Syst., 2024

Optimizing a Data Science System for Text Reuse Analysis.

Ananth Mahadevan, Michael Mathioudakis, Eetu Mäkelä, Mikko Tolonen

CoRR, 2024

2023

Cost-Effective Retraining of Machine Learning Models.

Ananth Mahadevan, Michael Mathioudakis

CoRR, 2023

Reception Reader: Exploring Text Reuse in Early Modern British Publications.

David Rosson, Eetu Mäkelä, Ville Vaara, Ananth Mahadevan, Yann Ciarán Ryan, Mikko Tolonen

CoRR, 2023

2022

Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study.

Ananth Mahadevan, Michael Mathioudakis

Mach. Learn. Knowl. Extr., 2022

Scalably Using Node Attributes and Graph Structure for Node Classification.

Arpit Merchant, Ananth Mahadevan, Michael Mathioudakis

Entropy, 2022

Provable randomized rounding for minimum-similarity diversification.

Bruno Ordozgoiti, Ananth Mahadevan, Antonis Matakos, Aristides Gionis

Data Min. Knowl. Discov., 2022

Robustness of Sketched Linear Classifiers to Adversarial Attacks.

Ananth Mahadevan, Arpit Merchant, Yanhao Wang, Michael Mathioudakis

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Certifiable Machine Unlearning for Linear Models.

Ananth Mahadevan, Michael Mathioudakis

CoRR, 2021