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.

Nov 2023 | Machine Learning literature🧮 math |

Oct 2023 | Muscle📚 ref |

Oct 2023 | Products🚀 tech |

Oct 2023 | Self Advice♾ phil |

Sep 2023 | Books🎭 cult |

Sep 2023 | Movies and TV🎭 cult |

Sep 2023 | Subscriptions and Services🚀 tech |

Aug 2023 | Design Inspirations📚 ref |

Aug 2023 | Life Maps📚 ref |

Aug 2023 | Topics in Bayesian Machine Learning🧮 math |

Aug 2023 | The Gaussian Cheatsheet🧮 math |

Aug 2023 | Data Sources📚 ref |

Aug 2023 | Diffusion Models🧮 math |

Jul 2023 | Hypothesis Testing🧮 math |

Jun 2023 | Questions for Self-Introspection♾ phil |

Jun 2023 | Music🎭 cult |

Jun 2023 | Rendering Demo⚙ meta |

Jun 2023 | Podcasts🎭 cult |

Jun 2023 | The Stack⚙ meta |

Jun 2023 | Reviewing Statistics📚 ref |

Jun 2023 | About⚙ meta |

Jun 2023 | Cross-Entropy, Label Smoothing, and Focal Loss🧮 math |

Jun 2023 | Differential Entropy🧮 math |