Shuo LiML vs DL vs LLM, from the perspective of uncertainty quantification (UQ)Motivation8 min read·May 3, 2023----
Shuo LiinTowards Data ScienceUse Conformal Prediction to Quantify AI UncertaintyIn decision-making, Artificial Intelligence systems need to make predictions and quantify their predictions’ certainty5 min read·Aug 20, 2021--1--1
Shuo LiWhich One Should You choose? GAN or VAE? Part-IBoth Generative Adversarial Network (GAN) and Variational Autoencoder (VAE) are popular models when it comes to generating images and…5 min read·Jun 21, 2020----