learning-theory topic
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
SMPyBandits
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-playe...
adanet
Fast and flexible AutoML with learning guarantees.
Awesome-Privacy
Repository for collection of research papers on privacy.
AI_Learning_Hub
AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics
oberwolfach_workshop
Material for 'Mathematics of Deep Learning Workshop' (Invited Talk)
Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
modelzoo_continual
Model Zoos for Continual Learning (ICLR 22)
catlearn
Formal Psychological Models of Categorization and Learning