Machine Learning and Friends Lunch
Resources
- Celebrating 50 years of AI
To commemorate the 1956 founding of the Darmouth AI Conference, we present a series of abstracts from some of the classic papers that have helped shape the field of AI and Machine Learning. Suggestions are welcome. Hope you enjoy it!
- General Machine Learning Resources
- UMass Machine Learning Research Labs
- David Aha's List of Machine Learning Resources
- ÖFAI Machine Learning Resources
- The UCI Repository
- CALD (CMU Center for Automated Learning and Discovery)
- Machine Learning Journal (Hierarchical topic index by Vivisimo.)
- SGI's MLC++ (a library of machine learning code)
- CMU Learning Lab
- Home pages for people in Machine Learning
- CMU StatLib
- MachineLearning.com
- LearningTheory.org
- Tom Minka: Statistical Learning / Pattern Recognition Glossary and Papers and Tutorial Notes
- Sam Roweis: Tutorial Notes
- General Machine Learning Resources
- Reinforcement Learning Resources
- The excellent Reinforcement Learning Repository at Michigan State
- Other RL repositories: U Mass | Rich Sutton | Neuroprose
- Workshop info: Spring 1996 NSF Workshop on Reinforcement Learning
- Support Vector Machine Resources
- Kernel-Machines.org with pointers to Tutorials
- Support Vector Machines the book
- Learning with Kernels the book - support vector machines, regularization, optimization and beyond
- Robot Learning Resources
- CMU Robot Learning Lab
- CMU Coral Research Group
- Workshop papers: ML94 Robot Learning
- Related Sites