We survey the nascent literature on machine learning in the study of financial markets. We highlight the best examples of what this line of research has to offe

How can Chaos Theory inform Machine Learning

Machine learning in Python is slow and error-prone, while Rust makes it fast and reliable.

Article URL: https://queue.acm.org/detail.cfm?id=3511299 Comments URL: https://news.ycombinator.com/item?id=30322372 Points: 1 # Comments: 0

Article URL: https://en.wikipedia.org/wiki/Logic_learning_machine Comments URL: https://news.ycombinator.com/item?id=34465886 Points: 1 # Comments: 0

For years, researchers have trained machine learning systems on whatever data they could find. People mostly haven't cared about this or paid attention, I think because the systems hadn't been very good. Recently, however, some very impressive systems have come out, including ones that answer questions, complete code, and generate images from prompts. Because these are so capable a lot more peop

Article URL: https://queue.acm.org/detail.cfm?id=3511543 Comments URL: https://news.ycombinator.com/item?id=30003300 Points: 1 # Comments: 0

Many machine learning projects suffer from ad-hoc activities, not answering the most important questions. This article describes a more structured approach, leading to reliable and reproducible results.

Graduate students are helping to infuse ethical computing content into MIT's largest machine learning course, as part of the Social and Ethical Responsibilities of Computing initiative.

By focusing on data, value propositions, and talent, enterprises can get ready to take the next step beyond experimentation.

Collective Intelligence for Deep Learning: A Survey of Recent Developments

Article URL: https://www.cs.cornell.edu/courses/cs6783/2021fa/ Comments URL: https://news.ycombinator.com/item?id=31775539 Points: 1 # Comments: 0

ML team productivity, hiring, skillsets, motivation etc

What are the best books, blogs or any kind of resources to learn MLSD to be able to crack an interview?Everywhere modeling is all that's talked about but in interviews we are also asked about System Design and one must be prepared for this. I need to prepare for the interviews. So kindly help. Comments URL: https://news.ycombinator.com/item?id=36988851 Points: 1 # Comments: 0

MIT researchers created a technique that can automatically describe the roles of individual neurons in a neural network with natural language, helping machine learning practitioners better understand how their model will behave in the real world.

This course is offered jointly by the TML and MLO groups. Previous year's website: ML 2021. See here for the ML4Science projects. Contact us: Use the discussion forum, or some of the contact details below: Instructor Nicolas Flammarion Instructor Martin Jaggi Office INJ 336 Office INJ 341 Email nicolas.flammarion@epfl.ch Email martin.jaggi@epfl.ch Office Hours By appointment (...)

This 30-session, graduate-level course covers a wide variety of topics in machine learning and statistical modeling. Its purpose is to help make valuable mac...

MIT MEng students Yo-whan "John" Kim, Emma Liu, and Clemente Ocejo tackled and guided application-focused research with the MIT-IBM Watson AI Lab.

Architecture and tooling behind machine learning at Zalando

The business world is full of streams of items that need to be filtered or evaluated: parts on an assembly line, resumés in an application pile, emails in a delivery queue, transactions awaiting processing. Machine learning techniques are increasingly being used to make such processes more efficient: image processing to flag bad parts, text analysis to surface good candidates, spam filtering to sort email, fraud…