lifelong-machine-learning topic
SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
SIGIR2021_Conure
Pre-training and Lifelong learning for User Embedding and Recommender System
recommendation_dataset_pretraining
DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation
wiki
ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning
continual-learning-benchmark
Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.
CLS-ER
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
recommendation_transfer_learning_pretraining
Pre-training and Transfer learning papers for recommendation