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Jun 7, 2020Last updated: May 27, 2023

I am Sanyam Kapoor and I do normal science. This website is my knowledge base.

In 2013, I co-founded StoryXpress with some great friends to automate video creation at scale. I now work on probabilistic machine learning for automated decision-making.

To be realistic, we must prune away the unlikely. What is left is necessarily a probabilistic statement. - G. W. Stewart

See my CV for a formal background.

Latest Pages

May 2023Topics in Bayesian Machine Learning🧮 math
May 2023Higher-order gradients in PyTorch, Parallelized🧮 math
May 2023Notes on OOD Generalization🧮 math
May 2023Raw notes on Interpretable Machine Learning🧮 math
May 2023Gradient Boosted Decision Trees: A Recap🧮 math
May 2023Decision Theory🧮 math
May 2023Beyond Bayes🧮 math
May 2023About⚙️ meta
May 2023Self Advice♾️ phil
May 2023Thoughtful Essayists💁‍♀️ people
May 2023Laundry♾️ phil
Apr 2023Reviewing Statistics📚 ref
Apr 2023Products🚀 tech
Apr 2023Books I want to write🎭 cult
Apr 2023Tiny Pleasures♾️ phil
Mar 2023Mother of all Bias Models♾️ phil
Mar 2023Choose🎭 cult

© 2023 Sanyam Kapoor