Viet Quoc Pham's Projects
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! π)
Awesome Federated Unlearning (FU) Papers (Continually Update)
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
Hands-on Deep Reinforcement Learning, published by Packt
Simulate a federated setting and run differentially private federated learning.
A Deep Reinforcement Learning Approach for Online Offloading in Wireless Powered Mobile Edge Computing Networks
Federated learning
Federated Multi-Task Learning
machine learning and deep learning tutorials, articles and other resources
A curated list of machine unlearning (MUL) documents, papers, and reproducible codes.
MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification
vietpq
pico-apps for CSU23021
Power allocation in a dense cellular network using Q-learning
Particle Swarm Optimization (PSO) to optimize Artificial Neural Network (ANN)
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
This repository includes the same codes for my paper "Whale Optimization Algorithm with Applications to Resource Allocation in Wireless Networks"
Deep Neural Network for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing System
This repository contains the source codes for the paper ``Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks'' in IEEE Transactions on Wireless Communications.