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<title>Explorable AI</title>
<link>https://pair.withgoogle.com/explorables</link>
<description>Big ideas in machine learning, simply explained</description>
<image>
<title>roadtolarissa</title>
<link>https://pair.withgoogle.com/explorables</link>
</image>
<item>
<title>Datasets Have Worldviews</title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/dataset-worldviews/">
<img src="https://pair.withgoogle.com/explorables/images/dataset-worldviews-shareimg.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/dataset-worldviews/</link>
<pubDate>Fri, 28 Jan 2022 00:00:00 GMT</pubDate>
</item>
<item>
<title>Are Model Predictions Probabilities?</title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/uncertainty-calibration/">
<img src="https://pair.withgoogle.com/explorables/images/uncertainty-calibration.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/uncertainty-calibration/</link>
<pubDate>Invalid Date</pubDate>
</item>
<item>
<title>Can a Model Be Differentially Private and Fair?</title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/private-and-fair/">
<img src="https://pair.withgoogle.com/explorables/images/private-and-fair.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/private-and-fair/</link>
<pubDate>Invalid Date</pubDate>
</item>
<item>
<title>What Have Language Models Learned?</title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/fill-in-the-blank/">
<img src="https://pair.withgoogle.com/explorables/images/fill-in-the-blank.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/fill-in-the-blank/</link>
<pubDate>Wed, 28 Jul 2021 00:00:00 GMT</pubDate>
</item>
<item>
<title>Measuring Diversity</title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/measuring-diversity/">
<img src="https://pair.withgoogle.com/explorables/images/measuring-diversity.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/measuring-diversity/</link>
<pubDate>Mon, 01 Mar 2021 00:00:00 GMT</pubDate>
</item>
<item>
<title>Why Some Models Leak Data</title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/data-leak/">
<img src="https://pair.withgoogle.com/explorables/images/model-inversion.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/data-leak/</link>
<pubDate>Tue, 01 Dec 2020 00:00:00 GMT</pubDate>
</item>
<item>
<title>Measuring Fairness </title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/measuring-fairness/">
<img src="https://pair.withgoogle.com/explorables/images/measuring-fairness.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/measuring-fairness/</link>
<pubDate>Sat, 01 May 2021 00:00:00 GMT</pubDate>
</item>
<item>
<title>Hidden Bias</title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/hidden-bias/">
<img src="https://pair.withgoogle.com/explorables/images/hidden-bias.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/hidden-bias/</link>
<pubDate>Fri, 01 May 2020 00:00:00 GMT</pubDate>
</item>
<item>
<title>How randomized response can help collect sensitive information responsibly</title>
<description>
<![CDATA[
<a href="https://pair.withgoogle.com/explorables/anonymization/">
<img src="https://pair.withgoogle.com/explorables/images/anonymization.png"/>
</a>
]]>
</description>
<link>https://pair.withgoogle.com/explorables/anonymization/</link>
<pubDate>Tue, 01 Sep 2020 00:00:00 GMT</pubDate>
</item>
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