Keyboard latency
If you look at “gaming” keyboards, a lot of them sell for $100 or more on the promise that they’re fast. Ad copy that you’ll see...
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Learning Word Embedding
Human vocabulary comes in free text. In order to make a machine learning model understand and process the natural language, we need to transform the free-text...
Read moreAnatomize Deep Learning with Information Theory
Professor Naftali Tishby passed away in 2021. Hope the post can introduce his cool idea of information bottleneck to more people. Recently I watched the talk...
Read moreBranch prediction
This is a pseudo-transcript for a talk on branch prediction given at Two Sigma on 8/22/2017 to kick off “localhost”, a talk series organized by RC....
Read moreFrom GAN to WGAN
[Updated on 2018-09-30: thanks to Yoonju, we have this post translated in Korean!] [Updated on 2019-04-18: this post is also available on arXiv.] Generative adversarial network...
Read moreSattolo’s algorithm
I recently had a problem where part of the solution was to do a series of pointer accesses that would walk around a chunk of memory...
Read moreHow to Explain the Prediction of a Machine Learning Model?
The machine learning models have started penetrating into critical areas like health care, justice systems, and financial industry. Thus to figure out how the models make...
Read morePredict Stock Prices Using RNN: Part 2
In the Part 2 tutorial, I would like to continue the topic on stock price prediction and to endow the recurrent neural network that I have...
Read moreTerminal latency
There’s a great MSR demo from 2012 that shows the effect of latency on the experience of using a tablet. If you don’t want to watch...
Read morePredict Stock Prices Using RNN: Part 1
This is a tutorial for how to build a recurrent neural network using Tensorflow to predict stock market prices. The full working code is available in...
Read moreAn Overview of Deep Learning for Curious People
(The post was originated from my talk for WiMLDS x Fintech meetup hosted by Affirm.) I believe many of you have watched or heard of the...
Read moreThe widely cited studies on mouse vs. keyboard efficiency are completely bogus
Which is faster, keyboard or mouse? A large number of programmers believe that the keyboard is faster for all (programming-related) tasks. However, there are a few...
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