Spring 2025 CMU course that covers how to build, deploy, assure, and maintain software products with machine-learned models. Includes the entire lifecycle from a prototype ML model to an entire system deployed in production. Covers also responsible AI (including safety, … Read more
Machine learning (ML) helps Ente derive meaning out of your photos. In this document we describe how Ente’s machine learning works under the hood. Motivation A big part of what makes Ente Photos great are the features to help you … Read more
Note: This post is based on a talk that I was supposed to give at a local FOSS United meetup but couldn’t due to health issues. Prologue “… This puts the future squarely in the hands of those who know … Read more
Oxford, UK — November 09, 2024 In June 2022, three short weeks after my college graduation, I presented at ISCA, my first serious research conference. Onstage with my co-author Jules Drean, we gave a 15-minute talk about our hardware security … Read more
The study’s novel methodology, carried out collaboratively by the USGS and the Arkansas Department of Energy and Environment’s Office of the State Geologist, made it possible to quantify the amount of lithium present in brines located in a geological unit … Read more
Introduction In January 1929, the president of the eminent French Société de Géographie and renowned cave explorer Édouard-Alfred Martel hosted a session in honour of Jules Verne (1828–1905). The late writer had been a member of the Société for over … Read more
Abstract:The current state-of-the-art in artificial intelligence is impressive, especially in terms of mastery of language, but not so much in terms of mathematical reasoning. What could be missing? Can we learn something useful about that gap from how the brains … Read more
Enlarge Aurich Lawson Members of the Legendary Computer Bugs Tribunal, honored guests, if I may have your attention? I would, humbly, submit a new contender for your esteemed judgment. You may or may not find it novel, you may even … Read more
09 May, 2024 My ElixirConf EU 2024 keynote “Ship it! A roadmap for putting Nx into production” is up on youtube. I’m hoping it will help folks gain the confidence to go out and… ship it! I often say ‘machine … Read more
Written by Ken Liu ∙ May 2024 As our ML models today become larger and their (pre-)training sets grow to inscrutable sizes, people are increasingly interested in the concept of machine unlearning to edit away undesired things like private data, … Read more