Much of human knowledge sits in large databases of unstructured text. Leveraging this knowledge requires algorithms that extract and record metadata on unstructured text documents. Assigning topics to documents will enable intelligent searching, statistical characterization, and meaningful classification. Latent…
It has been a year and a half since I wrote the first version of this tutorial and it is time for an update. Knet (pronounced “kay-net”)...
Find Bayes' Theorem confusing? Let's break down this famous formula using Lego to help you build up a better intuition for this foundational concept!
Research portfolio and personal page for Jason Yosinski
Computer scientists at MIT have developed a program called Helium that can automatically revamp and fine-tune old code, without needing the original source, in a matter of hours or even minutes.
Alexander Spangher discusses recent work that’s been done to revamp our article recommendation algorithm.
News, research, and insights from Stanford University.
Standard natural language processing (NLP) is a messy and difficult affair. It requires teaching a computer about English-specific word ambiguities as well a...
MIT graduate students have developed a new “cutting-plane” algorithm, a general-purpose algorithm for solving optimization problems. They’ve also developed a new way to apply their algorithm to specific problems, yielding orders-of-magnitude efficiency gains.
A blog on programming C#, REST, WCF, ASP.NET Web API and software architecture
A machine learning craftsmanship blog.
A Blog about Deep Learning, Computer Vision, and the algorithms that are shaping the future of Artificial Intelligence.
neural networks , deep learning , representations , NLP , recursive neural networks
What comes to mind when you hear the term “Machine Learning”? A bunch of programmers hunched over their computers in a dark room, working on something completely virtual & divorced from reality…
Deep Learning is amazing. But why is Deep Learning so successful? Is Deep Learning just old-school Neural Networks on modern hardware? Is it just that we have so much data now the methods work b…
To reject gods and spirits is easy: just bully them away in the name of science.
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Clojure Fast Matrix Library - GPU and native CPU
Between 2006 and 2009, senior MIRI researcher Eliezer Yudkowsky wrote several hundred essays for the blogs Overcoming Bias and Less Wrong, collectively called
MIRI's mission is "to ensure that the creation of smarter-than-human artificial intelligence has a positive impact." How can we ensure any such thing? It's a
At Meta, research permeates everything we do. We believe the most interesting research questions are derived from real world problems.
