This repository contains the data for the ConceptVectors Benchmark and the code for the experiments in our paper titled [Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces] You can ...

This repository contains the official implementation of Model State Arithmetic (MSA), introduced in the paper: 📄 “Model State Arithmetic for Machine Unlearning” Large language models are trained on ...

India's IT sector is rapidly embracing AI, pushing employees to "unlearn and relearn." Reskilling and upskilling are now key as companies reinvent roles, creating opportunities for those who adapt and ...

Abstract: Machine learning models may inadvertently memorize sensitive, unauthorized, or malicious data, posing risks of privacy breaches, security vulnerabilities, and performance degradation. To ...

Abstract: In cooperative intelligent transportation systems (CITS), federated learning enables vehicles to train a global model without sharing private data. However, the lack of an unlearning ...

Global growth is projected to be in line with the April 2024 World Economic Outlook (WEO) forecast, at 3.2 percent in 2024 and 3.3 percent in 2025. Services inflation is holding up progress on ...