![Why Recommendation Systems Are Structurally Different from Deep Learning [2/2]](https://miro.medium.com/v2/resize:fit:224/1*4nGb2Nmj1E5itLdSpMynSA.png "Why Recommendation Systems Are Structurally Different from Deep Learning [2/2]")
Why Recommendation Systems Are Structurally Different from Deep Learning [2/2]
Author(s): NP_123 Originally published on Towards AI. How DLRM Trades Expressiveness for Structure at Scale This article is Part 2 of a two-part series on the structural and engineering trade-offs behind modern recommendation models such as DLRM. Part 1: https://medium.com/@np123greatest/why-recommendation-systems-are-structurally-different-from-deep-learning-1-2-62e9130acc6e The reference …
![Why Recommendation Systems Are Structurally Different from Deep Learning[1/2]](https://miro.medium.com/v2/resize:fit:653/1*uMKlK0Fp87Hh1jtBdlKzQA.png "Why Recommendation Systems Are Structurally Different from Deep Learning[1/2]")
Why Recommendation Systems Are Structurally Different from Deep Learning[1/2]
Author(s): NP_123 Originally published on Towards AI. Why One-Hot Features and Naïve MLPs Fail This article is Part 1 of a two-part series on why recommendation systems require fundamentally different modeling assumptions from standard deep learning. 📌 TL;DR Recommendation systems are not …
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