learning-theory topic

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

tirthajyoti

🔬 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...

SMPyBandits

Fast and flexible AutoML with learning guarantees.

tensorflow

Repository for collection of research papers on privacy.

Guyanqi

AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics

Wei2624

Material for 'Mathematics of Deep Learning Workshop' (Invited Talk)

juliusberner

Distributional Generalization in NLP. A roadmap.

FranxYao

Model Zoos for Continual Learning (ICLR 22)

grasp-lyrl

Formal Psychological Models of Categorization and Learning

ajwills72