Hacker News
- Why I'm Lukewarm on Graph Neural Networks https://www.singlelunch.com/2020/12/28/why-im-lukewarm-on-graph-neural-networks/ 47 comments
Linked pages
- CppCon 2014: Chandler Carruth "Efficiency with Algorithms, Performance with Data Structures" - YouTube https://youtu.be/fHNmRkzxHWs 520 comments
- The Bitter Lesson http://incompleteideas.net/IncIdeas/BitterLesson.html 366 comments
- Does GPT-2 Know Your Phone Number? – The Berkeley Artificial Intelligence Research Blog https://bair.berkeley.edu/blog/2020/12/20/lmmem/ 155 comments
- Kolmogorov complexity - Wikipedia https://en.wikipedia.org/wiki/Kolmogorov_complexity 92 comments
- [1807.03341] Troubling Trends in Machine Learning Scholarship https://arxiv.org/abs/1807.03341 62 comments
- Adjacency matrix - Wikipedia https://en.wikipedia.org/wiki/Adjacency_matrix 54 comments
- Transformers are Graph Neural Networks https://thegradient.pub/transformers-are-graph-neural-networks/ 25 comments
- [1812.08434] Graph Neural Networks: A Review of Methods and Applications https://arxiv.org/abs/1812.08434 15 comments
- Sparse matrix - Wikipedia https://en.wikipedia.org/wiki/Sparse_matrix 14 comments
- [1403.6652] DeepWalk: Online Learning of Social Representations http://arxiv.org/abs/1403.6652 6 comments
- Principal component analysis - Wikipedia https://en.wikipedia.org/wiki/Principal_component_analysis 4 comments
- Tracking Progress in Natural Language Processing | NLP-progress https://nlpprogress.com/ 3 comments
- 700x faster node2vec models: fastest random walks on a graph – Single Lunch https://www.singlelunch.com/2019/08/01/700x-faster-node2vec-models-fastest-random-walks-on-a-graph/ 2 comments
- AI and Efficiency https://openai.com/blog/ai-and-efficiency/ 1 comment
- Powered by AI: Instagram’s Explore recommender system https://ai.facebook.com/blog/powered-by-ai-instagrams-explore-recommender-system/ 1 comment
- Word2vec - Wikipedia https://en.wikipedia.org/wiki/Word2vec 1 comment
- [2001.08361] Scaling Laws for Neural Language Models https://arxiv.org/abs/2001.08361 0 comments
- Embeddings from the Ground Up – Single Lunch https://www.singlelunch.com/2020/02/16/embeddings-from-the-ground-up/ 0 comments
- Laplacian matrix - Wikipedia https://en.wikipedia.org/wiki/Laplacian_matrix 0 comments
- [1705.08039] Poincaré Embeddings for Learning Hierarchical Representations https://arxiv.org/abs/1705.08039 0 comments
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