<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Optimization | Nandan Kumar Jha</title><link>https://www.nankj.com/tag/optimization/</link><atom:link href="https://www.nankj.com/tag/optimization/index.xml" rel="self" type="application/rss+xml"/><description>Optimization</description><generator>Wowchemy (https://wowchemy.com)</generator><language>en-us</language><copyright>&amp;copy Nandan Kumar Jha 2026</copyright><lastBuildDate>Wed, 06 May 2026 00:00:00 +0000</lastBuildDate><image><url>https://www.nankj.com/media/icon_hu34d6c9dd6b5727d133d5adaccb31f869_37839_512x512_fill_lanczos_center_2.png</url><title>Optimization</title><link>https://www.nankj.com/tag/optimization/</link></image><item><title>Same Architecture, Different Capacity: Optimizer-Induced Spectral Scaling Laws</title><link>https://www.nankj.com/publication/optimizer-induced-spectral-scaling-laws/</link><pubDate>Wed, 06 May 2026 00:00:00 +0000</pubDate><guid>https://www.nankj.com/publication/optimizer-induced-spectral-scaling-laws/</guid><description/></item><item><title>Regularizing the Entropy Landscape of Self-Attention: Towards a Soft Inductive Bias in LLMs</title><link>https://www.nankj.com/publication/opt25-entropy-landscape/</link><pubDate>Mon, 01 Dec 2025 00:00:00 +0000</pubDate><guid>https://www.nankj.com/publication/opt25-entropy-landscape/</guid><description/></item></channel></rss>