BIOENGINEER

Binary Trees for Cell Fates: New Algorithm Reshapes Single-Cell Trajectory Inference

Researchers in Hong Kong and Japan have developed an integer programming method that constrains single-cell trajectory trees ...
GlobalSpec

Chapter 5: Statistical Inference Using Factor Graphs

In the previous two chapters we have introduced estimation theory and factor graphs. Although these two topics may seem disparate, they are closely linked. In this chapter we will use factor graphs to ...
BIOENGINEER

Graph Transformer Model Aims to Sharpen RNA Velocity Predictions in Single-Cell Genomics

Single-cell biology has been transformed over the past decade by the ability to measure gene expression in thousands of ...
News Medical

Advancing gene regulatory network inference with causal discovery and graph neural networks

Gene regulatory networks (GRNs) depict the regulatory mechanisms of genes within cellular systems as a network, offering vital insights for understanding cell processes and molecular interactions that ...
Forbes

The New Frontier Of LLM Inference: Where The Next Tenfold Gains Will Come From

Shakti P. Singh, Principal Engineer at Intuit and former OCI model inference lead, specializing in scalable AI systems and LLM inference. Generative models are rapidly making inroads into enterprise ...
EurekAlert!

Gene regulatory network inference based on causal discovery integrating with graph neural network

Gene regulatory networks (GRNs) depict the regulatory mechanisms of genes within cellular systems as a network, offering vital insights for understanding cell processes and molecular interactions that ...