ACM Transactions on Probabilistic Machine Learning (topml) Vol 2, Issue 2

Machine Learning Systems

uGMM-NN: Neural Network Architecture with Gaussian Mixture Model Neurons for Probabilistic Reasoning

This research paper introduces uGMM-NN (Univariate Gaussian Mixture Model Neural Network), a novel neural architecture that embeds probabili

Tokasaurus: An LLM Inference Engine for High-Throughput Workloads