<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Pablo Olivares</title><description>Pablo Olivares — ML engineer and data scientist. Writing about ML, statistical learning, and experiments.</description><link>https://pab1s.github.io/</link><language>en-us</language><item><title>The Crisis of Confidence in Statistical Purity</title><link>https://pab1s.github.io/blog/calibration-conformal/</link><guid isPermaLink="true">https://pab1s.github.io/blog/calibration-conformal/</guid><pubDate>Wed, 19 Nov 2025 00:00:00 GMT</pubDate></item><item><title>When Data Doesn&apos;t Play Fair</title><link>https://pab1s.github.io/blog/imbalanced-data/</link><guid isPermaLink="true">https://pab1s.github.io/blog/imbalanced-data/</guid><pubDate>Wed, 23 Jul 2025 00:00:00 GMT</pubDate></item><item><title>Is Statistical Learning &apos;All We Need&apos;?</title><link>https://pab1s.github.io/blog/statistical-learning/</link><guid isPermaLink="true">https://pab1s.github.io/blog/statistical-learning/</guid><description>A deep dive into the foundations of machine learning and the enigma of deep learning generalization.</description><pubDate>Sat, 12 Apr 2025 00:00:00 GMT</pubDate></item></channel></rss>