Ghada Sokar's repositories
Invariant-Representation-for-Continual-Learning
Implementation for the paper "Learning Invariant Representation for Continual Learning" in PyTorch.
Dynamic-Sparse-Training-for-Deep-Reinforcement-Learning
[IJCAI 2022] "Dynamic Sparse Training for Deep Reinforcement Learning" by Ghada Sokar, Elena Mocanu , Decebal Constantin Mocanu, Mykola Pechenizkiy, and Peter Stone.
Self-Attention-Meta-Learner-for-Continual-Learning
Implementation for the paper "Self-Attention Meta-Learner for Continual Learning" in PyTorch.
Sparse-Denosing-AutoEncoder
A pure implementation for sparse denoising autoencoder with adaptive evolutionary training using Scipy. The sparse implementation makes the algorithm scalable to high dimensional data and trainable on CPUs.