Edge Caching Based on Deep Reinforcement Learning and Transfer Learning

no code implementations • 8 Feb 2024 • Farnaz Niknia, Ping Wang, Zixu Wang, Aakash Agarwal, Adib S. Rezaei

This paper addresses the escalating challenge of redundant data transmission in networks.

Q-Learning reinforcement-learning +1

FairGen: Fair Synthetic Data Generation

no code implementations • 24 Oct 2022 • Bhushan Chaudhari, Himanshu Chaudhary, Aakash Agarwal, Kamna Meena, Tanmoy Bhowmik

Existing work focusing on generating fair data either works for a certain GAN architecture or is very difficult to tune across the GANs.

Fraud Detection Synthetic Data Generation