ВМВлад Мешковindata-meta-map.hashnode.dev·Mar 18 · 9 min readMetaMap: Your Compass for Navigating the Universe of Machine Learning TasksImagine you’re a data scientist faced with a new problem. You have a library of hundreds of pre-trained models, each potentially a perfect fit for your task. Which one do you choose? Training them all00
ВМВлад Мешковinbeta-divergence.hashnode.dev·Dec 6, 2025 · 8 min readOutlier-Robust Variational Inference: Making Deep Learning More ResilientTable of Contents Introduction A Quick Refresher on Bayesian Inference The Variational Inference Idea KL Divergence and the ELBO Where ELBO Shows Up in Practice Why Standard Variational Inference Fails with Outliers Robust Divergences: β and γ...00