Notes on One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention

Link to paper: https://arxiv.org/abs/2307.03576 Paper published on: 2023-07-07 Paper's authors: Arvind Mahankali, Tatsunori B. Hashimoto, Tengyu Ma GPT3 API Cost: $0.05 GPT4 API Cost: $0.12 Total Cost To Write This: $0.17 Time Savings: 29:1 The TLDR:...