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Guillaume Filion
127 followers -
Randomness is an attitude
Randomness is an attitude

127 followers
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"It is surprising that so little information is available about the efficiency of the peer review process. For instance, there is barely any justification as to why it is by default anonymous."

In this blog post I explain why I sign all my academic peer reviews and what I learned from this experience.
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Very excited to share my latest blog post about t-SNE.

"In this tutorial, I would like to explain the basic ideas behind t-distributed Stochastic Neighbor Embedding, better known as t-SNE. There are tons of excellent material out there explaining how t-SNE works. Here, I would like to focus on why it works and what makes t-SNE special among data visualization techniques."

#bioinformatics
#statistics
A tutorial on t-SNE (1)
A tutorial on t-SNE (1)
blog.thegrandlocus.com
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"The key of success is to choose the right people for your team. That’s what everybody will tell you. But if you ask “how?”, things will get a little more complicated."

In this blog post I explain how I learned to trust my relatives more than myself when it comes to hiring. Our relatives know us, they care about our success, and this makes them more valuable than our colleagues... even at work.

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This is an interesting discussion about the time it takes to publish papers in the academia. The distribution has a rather heavy tail, so we have to think about the consequences for evaluation purposes etc.
#statistics
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Our work on polymer physics and chromatin has been published at Nature Communications. We show that DNA loops can cause the accumulation of transcription factors. This explains a puzzling observation from my postdoc and shows that the geometry of the genome influence the distribution of transcription factors. The future of this research line is exciting. https://rdcu.be/NGHt #biology #physics
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"As a beginner in statistics, I remember being confused about one important thing. Every statistical test has a null hypothesis on the format “the correlation between the variables is 0”. Because statistics are approximate, I understood such hypotheses as “the correlation between the variables is approximately 0”. As it turns out, this has been the most harmful misconception I could have."

In this blog post, I explain some of the dangers associated with Big Data, and how trusting p-values blindly can fool you into believing that all your hypotheses are true.

#statistics
#bioinformatics
#BigData
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In this blog post I asked my friend and colleague Miguel Beato to share some of his thoughts on science and research.

"Guillaume Filion: What do you think has been the most important revolution in science since the beginning of your career?

Miguel Beato: The transition from analysing single events to global events in the cell. Actually, changing the microscope for statistics."
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I am very excited to share my recent work about analytic combinatorics. The story started more than three years ago on Coursera. I took a class by Robert Sedgewick and got very intrigued by the topic. I bought the textbook, did as many exercises I could for about two years, when I finally got the idea of what we could do with it in bioinformatics.

This is not an easy read, but I tried to be as clear as possible. With the help of friends and colleagues I sought the best didactic approach. I hope it is successful to some extent. In the end I am very proud to have written the first document with "analytic combinatorics" and "bioinformatics" in the title.
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"T47D_rep2 and b1913e6c1_51720e9cf were two Hi-C samples. They were born and processed at the same time, yet their fates were very different. The life of b1913e6c1_51720e9cf was simple and fruitful, while that of T47D_rep2 was full of accidents and sorrow. At the heart of these differences lies the fact that b1913e6c1_51720e9cf was born under a lab culture of Documentation, Automation, Traceability, Autonomy and compliance with the FAIR Principles. Their lives are a lesson for those who wish to embark on the journey of managing high throughput sequencing data."
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