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Articles & Quotes

A curated collection of academic papers and quotes that influence my research and thinking across various domains. Click on a card for some thoughts.

Quotes

Robert Brandom, on Descartes

Skepticism of Platonist formulations

For he defined the mind by its epistemic status, as what is best known to itself by falling within the reach of the subject's incorrigibility and local omniscience.

Andrew Gordon Wilson

On computers, math, and formalization

Bartlett et al. (2020) note 'the phenomenon of benign overfitting is one of the key mysteries uncovered by deep learning methodology: deep neural networks seem to predict well, even with a perfect fit to noisy training data.' However, benign overfitting behaviour can be reproduced with other model classes, can be understood intuitively, and is described by rigorous frameworks for characterizing generalization that have existed for decades.

Influential Papers

Reflections on Qualitative Research

Reflections on Qualitative Research

Chris Olah, Adam Jermyn

Interpretability

Interesting thoughts on what kind of methodology suits interpretability as a growing, immature field.

Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM

Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM

Michelle S. Lam, Janice Teoh, James Landay, Jeffrey Heer, Michael S. Bernstein

AI Tools for Human Knowledge

This paper defines LLM operations for extracting concepts from large amounts of unstructured text, useful for social sciences inquiry.

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Get In Touch

I'm always open to discussing AI research, collaborations, MS program advice, or potential opportunities. Feel free to reach out directly at gurusarank(at)icloud.com or use the form below.

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