Goodbye, Llama? Meta launches new proprietary AI model Muse Spark — first since Superintelligence Labs' formation

Meta reports that Muse Spark achieves its reasoning capabilities using over an order of magnitude less compute than Llama 4 ...
GitHub

Comprehensive Single-Cell RNA-Seq Analysis Pipeline

1. Introduction: What is Single-Cell RNA Sequencing? Traditional RNA sequencing (Bulk RNA-seq) gives the average gene expression of millions of cells in a tissue. Single-Cell RNA Sequencing (scRNA-seq ...
Frontiers

Computational Frameworks for Decision-Making: From Bayesian Inference to Reinforcement Learning Models

The ability to make adaptive decisions in uncertain environments is a fundamental characteristic of biological intelligence. Historically, computational ...
IEEE

Robust Statistical Inference for Accelerated Life-Tests With One-Shot Devices Under Log-Logistic Distributions

Abstract: A one-shot device is a unit that operates only once, after which it is either destroyed or needs to be rebuilt. For this type of device, the operational status can only be assessed at a ...
GitHub

Bayesian Species-Tree Inference

Bayesian species-tree inference with StarBeast3 In this part of the tutorial, we are going to use the multi-species-coalescent model implementation of StarBeast3 (Douglas et al. 2022) to estimate a ...
Investopedia

Median: What It Is and How to Calculate It, With Examples

Vikki Velasquez is a researcher and writer who has managed, coordinated, and directed various community and nonprofit organizations. She has conducted in-depth research on social and economic issues ...
IEEE

How Much Confidence Do We Have for GenAI-Based Reasoningƒ A Statistical Inference Perspective for Reliability Estimation

Abstract: This paper investigates the confidence of using GenAI-based models in performing quantitative reliability reasoning, specifically focusing on estimating the shape and scale parameters of ...
cmu.edu

Dietrich College of Humanities and Social Sciences

I am an Assistant Professor in the Department of Statistics and Data Science at Carnegie Mellon University. Previously, I was a research fellow at the Simons Institute and a Herman Goldstine ...