<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Sayantan Choudhury | Kolar ML Lab</title><link>https://mkolar.coffeejunkies.org/authors/sayantan-choudhury/</link><atom:link href="https://mkolar.coffeejunkies.org/authors/sayantan-choudhury/index.xml" rel="self" type="application/rss+xml"/><description>Sayantan Choudhury</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><image><url>https://mkolar.coffeejunkies.org/media/authors/sayantan-choudhury_hu_96d7bef38b389996.jpg</url><title>Sayantan Choudhury</title><link>https://mkolar.coffeejunkies.org/authors/sayantan-choudhury/</link></image><item><title>Gradient Clipping Beyond Vector Norms: A Spectral Approach for Matrix-Valued Parameters</title><link>https://mkolar.coffeejunkies.org/publication/yukhimchuk-2026-gradient/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://mkolar.coffeejunkies.org/publication/yukhimchuk-2026-gradient/</guid><description/></item><item><title>Muon with Nesterov Momentum: Heavy-Tailed Noise and (Randomized) Inexact Polar Decomposition</title><link>https://mkolar.coffeejunkies.org/publication/choudhury-2026-muon/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://mkolar.coffeejunkies.org/publication/choudhury-2026-muon/</guid><description/></item></channel></rss>