---
title: "Anton Saroka (@anton-saroka) | Hashnode"
description: "Anton Saroka (@anton-saroka) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@anton-saroka"
---

@anton-saroka

# Anton Saroka

@anton-saroka · Cambridge, MA, USA · Joined June 2026

### [Automatically Extracting Piecewise-Linear Trends from a Time Series](https://anton-saroka.hashnode.dev/automatically-extracting-piecewise-linear-trends-from-a-time-series?utm_source=hashnode&utm_medium=feed)

This is a translation of my original article on habr.com. My name is Anton Saroka. I am a mathematician and data analyst, and this is my first article on Habr. I would like to talk about an algorithm

10 min read · [anton-saroka.hashnode.dev](https://anton-saroka.hashnode.dev/automatically-extracting-piecewise-linear-trends-from-a-time-series?utm_source=hashnode&utm_medium=feed)

[Jun 20](https://hashnode.com/posts/automatically-extracting-piecewise-linear-trends-from-a-time-series/6a36f829ec37787a9fd871a9)

### [CADE — An Interesting Approach to Finding Anomalies in Multidimensional Data](https://anton-saroka.hashnode.dev/cade-an-interesting-approach-to-finding-anomalies-in-multidimensional-data?utm_source=hashnode&utm_medium=feed)

This is a translation of my original article on habr.com. Introduction One way to search for anomalies in a dataset is to use the probability density function corresponding to the data as a measure of

9 min read · [anton-saroka.hashnode.dev](https://anton-saroka.hashnode.dev/cade-an-interesting-approach-to-finding-anomalies-in-multidimensional-data?utm_source=hashnode&utm_medium=feed)

[Jun 20](https://hashnode.com/posts/cade-an-interesting-approach-to-finding-anomalies-in-multidimensional-data/6a36f3355827da46d453e993)

### [How and Why to Compute a Balanced Precision Score](https://anton-saroka.hashnode.dev/how-and-why-to-compute-a-balanced-precision-score?utm_source=hashnode&utm_medium=feed)

The article explains what the balanced precision score is and when it should be used.

7 min read · [anton-saroka.hashnode.dev](https://anton-saroka.hashnode.dev/how-and-why-to-compute-a-balanced-precision-score?utm_source=hashnode&utm_medium=feed)

[Jun 20](https://hashnode.com/posts/how-and-why-to-compute-a-balanced-precision-score/6a3606d6b30cc2cf77bebe05)

### [What Is the Distribution of Sample Quantiles?](https://anton-saroka.hashnode.dev/what-is-the-distribution-of-sample-quantiles?utm_source=hashnode&utm_medium=feed)

The article describes the distribution of sample quantiles for normal, uniform, and exponential distributions.

7 min read · [anton-saroka.hashnode.dev](https://anton-saroka.hashnode.dev/what-is-the-distribution-of-sample-quantiles?utm_source=hashnode&utm_medium=feed)

[Jun 20](https://hashnode.com/posts/what-is-the-distribution-of-sample-quantiles/6a36030fb5fa0a047edad13d)