Pavel Surmenok
Pavel Surmenok

Pavel Surmenok

Machine learning engineering and self-driving cars. Opinions expressed are solely my own and do not express the views or opinions of my employer.

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Featured

Pavel Surmenok
Nov 13, 2017 · 5 min read

Estimating an Optimal Learning Rate For a Deep Neural Network

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Latest

Pavel Surmenok
Oct 14, 2018 · 5 min read

History and Future of Self-Driving Cars in One Book

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Pavel Surmenok
Jul 9, 2018 · 4 min read

On 2018 H1

Beginning of July. It’s time to look back at the first half of the year. Reviews of previous years were here: 2016 and 2017.

Writing

Year to date, I wrote ten blog posts, it’s three more than for the first half of 2017. The most popular post written in…

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Pavel Surmenok
Jun 15, 2018 · 3 min read

HD Maps for Self-Driving Cars

I used to think that the maps are solved. We have great maps, primarily Google Maps, where roads…

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2 responses
Pavel Surmenok
Jun 14, 2018 · 3 min read

Extreme Ownership

There are plenty of books about management. Rarely you can find a book that’s worth reading. “Extreme Ownership: How U.S. Navy…

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Pavel Surmenok
Jun 10, 2018 · 3 min read

Learning Kalman Filter

Kalman filter is an algorithm that combines information about the state of a system using predictions based on a…

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1 response