<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Iwae on mlbot.blog</title><link>https://mlbot.blog/tags/iwae/</link><description>Recent content in Iwae on mlbot.blog</description><generator>Hugo</generator><language>en-US</language><lastBuildDate>Thu, 30 Apr 2026 13:45:04 +0530</lastBuildDate><atom:link href="https://mlbot.blog/tags/iwae/index.xml" rel="self" type="application/rss+xml"/><item><title>When Mixtures Beat Local ELBO In Nonlinear Filtering</title><link>https://mlbot.blog/posts/mixture-iwae-filtering-branch/</link><pubDate>Thu, 30 Apr 2026 13:17:00 +0530</pubDate><guid>https://mlbot.blog/posts/mixture-iwae-filtering-branch/</guid><description>&lt;p&gt;The nonlinear objective-repair branch left a clear gap: the best fully unsupervised strict Gaussian filter improved robustness, but still had weak coverage and very low variance ratios. The next branch tested whether that was an objective problem, a posterior-family problem, or a coupled problem.&lt;/p&gt;</description></item></channel></rss>