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 |