<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>Helstrom measurement &#8211; BIOENGINEER.ORG</title>
	<atom:link href="https://bioengineer.org/tag/helstrom-measurement/feed/" rel="self" type="application/rss+xml" />
	<link>https://bioengineer.org</link>
	<description>Bioengineering</description>
	<lastBuildDate>Mon, 05 Oct 2026 06:24:43 +0000</lastBuildDate>
	<language>en-US</language>
	<sy:updatePeriod>
	hourly	</sy:updatePeriod>
	<sy:updateFrequency>
	1	</sy:updateFrequency>
	<generator>https://wordpress.org/?v=7.1.2</generator>

<image>
	<url>https://bioengineer.org/wp-content/uploads/2019/09/cropped-bioengineering-32x32.png</url>
	<title>Helstrom measurement &#8211; BIOENGINEER.ORG</title>
	<link>https://bioengineer.org</link>
	<width>32</width>
	<height>32</height>
</image> 
<site xmlns="com-wordpress:feed-additions:1">72741379</site>	<item>
		<title>Quantum Learning Gets a Statistical Makeover: Why Faster Circuits Don&#8217;t Guarantee Smarter Machines</title>
		<link>https://bioengineer.org/quantum-learning-gets-a-statistical-makeover-why-faster-circuits-dont-guarantee-smarter-machines/</link>
		
		<dc:creator><![CDATA[]]></dc:creator>
		<pubDate>Mon, 05 Oct 2026 06:24:43 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[empirical risk minimization]]></category>
		<category><![CDATA[finite-shot estimation]]></category>
		<category><![CDATA[generalization]]></category>
		<category><![CDATA[hardware noise]]></category>
		<category><![CDATA[Helstrom measurement]]></category>
		<category><![CDATA[PAC learning]]></category>
		<category><![CDATA[Quantum Advantage]]></category>
		<category><![CDATA[quantum hypothesis classes]]></category>
		<category><![CDATA[quantum machine learning]]></category>
		<category><![CDATA[sample complexity]]></category>
		<category><![CDATA[shot complexity]]></category>
		<category><![CDATA[statistical learning theory]]></category>
		<guid isPermaLink="false">https://bioengineer.org/?p=401989</guid>

					<description><![CDATA[A new theoretical framework separates computational speed from statistical generalization in quantum machine learning, showing that faster quantum algorithms alone do not guarantee better learning from finite data.]]></description>
		
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">401989</post-id>	</item>
	</channel>
</rss>
