Other articles


  1. Notes on "Human Compatible", by Stuart Russell

    Recently, I read the latest book by Stuart Russell, the iconic AI researcher, entitled "Human Compatible: Artificial Intelligence and the Problem of Control".

    Even though the book is targeted more at the general public than at representatives of the field of AI, it is still quite dense. Therefore, I've taken …

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  2. What is a monad? It's not that complicated...

    A growing number of blog posts and videos are dedicated to the topic of what monads are and why they are really cool. And yet, readers and viewers often complain that the monadic curse still hasn't been broken for them.

    In this post, my goal is to convince you that …

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  3. An Introduction to Markov Chain Monte Carlo

    Markov Chain Monte Carlo is one hell of a topic! I know I had a difficult time wrapping my head around it. At the same time, I am convinced that this topic shouldn't be hard to understand at a high level. So let's jump into it.

    Why we need it …

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  4. From Emotions to Free Will and Back to Emotions

    Back when I was a PhD student, a friend of mine was working on the topic of automated facial emotion recognition - that is, recognizing people's emotions based on their facial expressions using a camera-based system. His approach was based on a highly influential theory, developed by Paul Ekman in the …

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  5. Transforming sequences to sequences

    Today we'll be discussing a way to learn transformations of sequences of inputs to sequences of outputs using neural networks. The goal is to be able to even learn transformations in which the length of the input and output sequences can be different in each instance - as is the case …

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  6. Bias! Variance! Lower thyselves!

    As we will see in this post, mathematical thinking can at times be close to philosophical thinking. The starting point and direction from which you engage with a problem matters a lot, as does your interpretation of the results you obtain.

    In this post, we will consider the derivation and …

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