Using Artificial Intelligence to Augment Human Intelligence
By creating user interfaces which let us work with the representations inside machine learning models, we can give people new tools for reasoning.
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Using Artificial Intelligence to Augment Human Intelligence
By creating user interfaces which let us work with the representations inside machine learning models, we can give people new tools for reasoning.
Read moreSequence Modeling with CTC
A visual guide to Connectionist Temporal Classification, an algorithm used to train deep neural networks in speech recognition, handwriting recognition and other sequence problems.
Read moreHow good are decisions? Evaluating decision quality in domains where evaluation is easy
A statement I commonly hear in tech-utopian circles is that some seeming inefficiency can’t actually be inefficient because the market is efficient and inefficiencies will quickly...
Read moreHow out of date are Android devices?
It’s common knowledge that Android device tend to be more out of date than iOS devices, but what does this actually mean? Let’s look at android...
Read moreUI backwards compatibility
About once a month, an app that I regularly use will change its UI in a way that breaks muscle memory, basically tricking the user into...
Read moreObject Detection for Dummies Part 1: Gradient Vector, HOG, and SS
I’ve never worked in the field of computer vision and has no idea how the magic could work when an autonomous car is configured to tell...
Read moreFilesystem error handling
We’re going to reproduce some results from papers on filesystem robustness that were written up roughly a decade ago: Prabhakaran et al. SOSP 05 paper, which...
Read moreKeyboard 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...
Read moreLearning 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...
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