Awesome Artificial Intelligence Academia
About
A curated resource of everything AI in the academic world. Currently this has a bias towards my own interest in the crossection of AI and Argumentation, though I will soon separate related but distinct content into catergories.
Contributions welcome!
Contents
People
Full List In people-extended, source
Researcher | Known For... |
---|---|
Michael I. Jordon | Latent Dirichlet (LDA) Allocation |
Andrew Ng | LDA, Spectral Clustering |
Andrew Zisserman | CNNs for large-scale image classification |
Christopher D. Manning | Information Retrieval, NLP |
Jitendra Malik | Image segmentation |
Geoff Hinton | Dropout |
Scott Shenker | Content-addressable networks |
Bernhard Schölkopf | PCA Techniques |
Judea Pearl | Causality Models |
Jeffrey Dean | Tensorflow |
Yoshua Bengio | Neural translation |
Full List In people-extended
Seminal Papers
Academic papers that strongly influenced the feild of Artificial Intelligence. See Papers-Extended for a larger list of important A.I papers.
- Best Paper Awards In Computer Science - "Best paper awards from top-tier conferences"
Journals
Conferences
- AAAI Conferences:
- AAAI Conference on Artificial Intelligence
- Innovative Applications of Artificial Intelligence Conference (IAAI)
- Artificial Intelligence for Interaction Digital Entertainment Conference (AIIDE)
- International Conference on Weblogs & Social Media
- AAMAS - Autonomous Agents & MultiAgent Systems
- AJCAI - Australasian Joint Conference on Artificial Intelligence
- BCS-Human Computer Interaction
- CADE - Conference on Automated Deduction
- CHI (Human Comp Interaction)
- COMMA - Computation Models of Argument
- CSCW - Computer Supported Cooperative Work and Social Computing
- ECAI - European Conference on AI
- GROUP - ACM Conference on Supporting Groupwork
- ICAIL - International Conference on AI and Law
- ICML - International Conference on Machine Learning
- ICLR - International Conference on Learning Representations
- IJCAI - International Joint Conference on Artificial Intelligence
- IJCAR - International Joint Conference on Automated Reasoning
- ISSA - Information Systems Security Association
- JELIA - Joint European Conference on Logics in Aritificial Intelligence
- JURIX - International Conference on Legal Knowledge and Information Systems
- LPAR - Logic for Programming, Artificial Intelligence and Reasoning
- MICAI - Mexican International Conference on Artificial Intelligence
- NIPS - Neural Information Processing Systems
- OSSA - Ontario Society for the Study of Argumentation
- PERSUASIVE - International Conference on Persuasive Technology
- PRIMA - International Conference on Principles and Practice of Multi-Agent Systems
- UbiComp - UbiComp, the ACM International Joint Conference on Pervasive and Ubiquitous Computing
- UMAP - User Modeling, Adaptation and Personalization
Workshop Series
- ArgMAS - Argumentation in MultiAgent Systems
- CLIMA - Computational Logic in MultiAgent Systems
- CMNA - Computational Models of Natural Argument
- TAFA - Theory and Applications of Formal Argument
- WoLLIC - Workshop on Language, Logic, Information and Computation
Schools And Education
- Best Universities/Colleges for Computer Science and Info. Systems
- US.News GradRank Best US Colleges for Artificial Intelligence
- Quora - What is the best school for a PHD in AI?
Open-Source Research Utilities
- karpathy/arxiv-sanity-preserver
- thundergolfer/arXie-bot [Contributors Needed]
- scirate/scirate
Other Useful Links
License
To the extent possible under law, Thundergolfer has waived all copyright and related or neighboring rights to this work.
Credits
Credit to Simon Wells for part of this list.