epsilon’s Knowledge Vault

Started from June 9 2022.

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Hi, dear visitor, welcome to my Knowledge Vault (the name is borrowed from Google’s Knowledge Vault project.)

This vault is an evolving workplace for me to observe, study, obsorb and create knowledge. Here should also be the most up-to-date place for you to catch and feel my experiences and thoughts.

The philosophy of the design of this vault is to sort knowledge in a hierarchical manner. In accord with my old blogpost (in Chinese), I want to construct a gradual knowledge re-organization procedure of my life-long intellectual career. The procedure has 3 levels:

Level 1: Associated raw knowledges takes the format of evergreen notes (I am using Obsidian for this level of knowledge organization, and might upload them on my github; I also maintain a paper-jam repo for papers specifically);
Level 2: Cooked knowledge grows in a tree here in the Notion Pages, with leafs pointing to new growing directions, except for the Random Notes/Thoughts Page;
Level 3: A few cooked knowledges that are both systematic and have impressed me deeply would become booklets that have a ready-to-publish format. </aside>

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Artificial Intelligence

Insights from Theorizing Deep Learning

Large Language Models

Interpretability/Analysis Methods in Machine Learning

Machine Learning Foundations

Natural Language Processing

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Math and CS Foundations

Combinatorics

Probability Theory and Statistics