Sergey Babkin on CEP and stuff

This started as my thoughts on the field of Complex Event Processing, mostly about my OpenSource project Triceps. But now it's about all kinds of software-related things.

Sunday, December 17, 2017

waiting for a condition: another way

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I've recently encountered another way of doing synchronization without condition variables in the Abseil library : their mutex has the m...
Saturday, September 30, 2017

removing the duplication in Bayesian & AdaBoost

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I've been thinking some more on how to remove the duplication between the Bayesian events/AdaBoost partial hypotheses. Here are some no...

AdaBoost conjunctions & XOR

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I've been thinking recently about the better ways to extract the commonality from two Bayesian events (hope to find time to write about ...
Monday, September 25, 2017

Boosting book reference

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I've accidentally found the Freund and Schapire's book on AdaBoost online: https://mitpress.mit.edu/sites/default/files/titles/con...
Tuesday, September 19, 2017

Reversible computing

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I've read an article in the IEEE magazine about he reversible computing: https://spectrum.ieee.org/computing/hardware/the-future-of-comp...
Wednesday, September 6, 2017

AdaBoost 10: a better metric?

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Here is one more consequence I've noticed from the application of AdaBoost approach to the Bayesian one: it can be applied the other way...
Tuesday, August 1, 2017

Bayes 27 & AdaBoost: another problem with partial confidence

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The solution from the previous installment can handle the partial confidence but it has its own issue. To demonstrate it, let's look at ...
Monday, July 10, 2017

Bayes 26 & AdaBoost: more on the partial confidence

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I think I've found at least a partial solution to the problem of partial confidence that avoids going exponential. It grows right out...
Sunday, June 4, 2017

Neuron in the Bayesian terms, part 3

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I want to elaborate on why the second trick is so important. Basically, because in general the necessary condition of the chances changing o...

emergents

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I've attended a talk about the commercial use of the pre-trained neural networks. The idea is that you take a pre-trained network, throw...
Saturday, June 3, 2017

Neuron in the Bayesian terms, part 2

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I've been trying to describe in proper formulas my insight that a neuron in neural networks is a kind of a Bayesian machine (OK, this is...
Wednesday, March 8, 2017

OS support for thread stopping

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I've recently had done some thinking about how can an OS make the shutdown of a multithreaded application or its part easier, to stop th...
Sunday, March 5, 2017

Bayes 25 & AdaBoost: the partial confidence problem

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The code in the previous example works only with the full-confidence events, those that have the confidence of 0 or 1. Unfortunately I haven...
Wednesday, March 1, 2017

Bayes 24: AdaBoost as a solution to the correlated events

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When writing the whitepaper , I've realized that AdaBoost is very good at finding the cross-correlation of its partial hypotheses (that ...
Wednesday, February 22, 2017

a better explanation of Bayes-AdaBoost connection

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After some re-reading, my previous posts on the Bayesian interpretation of AdaBoost have been kind of cryptic. It's no wonder because ...
Monday, February 20, 2017

Bayesian examples now on SourceForge

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I've been working on one more post on the Bayes-AdaBoost cross-over, and I've finally got tired of pasting the substantial examples ...
Saturday, February 4, 2017

The mythical 10x programmer, or the silver bullet explained

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Recently I've been talking about some of the experiences from Aleri times when my interlocutor responded "so I guess you're one...
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Sergey Babkin
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