<?xml version="1.0" encoding="utf-8"?>
<rss version="2.0">
    <channel>
        <title>Dr. Siladittya Manna — Technical Blog</title>
        <link>https://sadimanna.github.io/blog/</link>
        <description>Technical blog on federated learning, self-supervised learning, medical AI, and trustworthy machine learning.</description>
        <lastBuildDate>Wed, 15 Jul 2026 00:00:00 GMT</lastBuildDate>
        <docs>https://validator.w3.org/feed/docs/rss2.html</docs>
        <generator>https://github.com/jpmonette/feed</generator>
        <language>en</language>
        <copyright>© 2026 Dr. Siladittya Manna</copyright>
        <item>
            <title><![CDATA[Understanding Federated Learning: Privacy-Preserving Distributed Training]]></title>
            <link>https://sadimanna.github.io/blog/understanding-federated-learning/</link>
            <guid isPermaLink="false">https://sadimanna.github.io/blog/understanding-federated-learning/</guid>
            <pubDate>Wed, 15 Jul 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A comprehensive guide to Federated Learning — how it enables collaborative model training without sharing raw data, its mathematical foundations, and practical implementation with PyTorch.]]></description>
            <author>Dr. Siladittya Manna</author>
            <category>Machine Learning</category>
            <category>Federated Learning</category>
        </item>
        <item>
            <title><![CDATA[Self-Supervised Learning in Medical Imaging: From Pretext Tasks to Foundation Models]]></title>
            <link>https://sadimanna.github.io/blog/self-supervised-learning-medical-imaging/</link>
            <guid isPermaLink="false">https://sadimanna.github.io/blog/self-supervised-learning-medical-imaging/</guid>
            <pubDate>Fri, 10 Jul 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Exploring how self-supervised learning techniques are revolutionizing medical image analysis — from contrastive pretraining to vision-language foundation models for radiology and pathology.]]></description>
            <author>Dr. Siladittya Manna</author>
            <category>Medical AI</category>
            <category>Self-Supervised Learning</category>
        </item>
    </channel>
</rss>