no code implementations • 6 Oct 2023 • Ananth Mahadevan, Michael Mathioudakis
Our main contribution is a Cost-Aware Retraining Algorithm called Cara, which optimizes the trade-off over streams of data and queries.
no code implementations • 8 Feb 2023 • David Rosson, Eetu Mäkelä, Ville Vaara, Ananth Mahadevan, Yann Ryan, Mikko Tolonen
The Reception Reader is a web tool for studying text reuse in the Early English Books Online (EEBO-TCP) and Eighteenth Century Collections Online (ECCO) data.
1 code implementation • 29 Jun 2021 • Ananth Mahadevan, Michael Mathioudakis
In this paper, we present an experimental study of the three state-of-the-art approximate unlearning methods for linear models and demonstrate the trade-offs between efficiency, effectiveness and certifiability offered by each method.