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