YouTube video by ISBA - International Society of Bayesian Analysis

The goal of this meetup is to bring together students, researchers, and engineers from the greater London area to discuss machine learning research presented at International Conference on Machine Lea...

The goal of this meetup is to bring together students, researchers, and engineers from the greater London area to discuss machine learning research presented at International Conference on Machine Lea...

Review led by Dr Brieuc Lehmann and PhD student Leandra Brauninger (both UCL Statistical Science) explores how the analytical methods used to process and interpret genomic data play a critical role in...

We propose a novel approach for estimating conditional or parametric expectations in the setting where obtaining samples or evaluating integrands is costly. Through the framework of probabilistic nume...

To enable closed form conditioning, a common assumption in Gaussian process (GP) regression is independent and identically distributed Gaussian observation noise. This strong and simplistic assumption...

Simulation-based inference (SBI) is the preferred framework for estimating parameters of intractable models in science and engineering. A significant challenge in this context is the large computation...

Kernel mean embeddings -- integrals of a kernel with respect to a probability distribution -- are essential in Bayesian quadrature, but also widely used in other computational tools for numerical inte...

Friday 21 March 2025, 2-5PM UCL, 1-19 Torrington Place, lecture room 115

EPSRC Centre for Doctoral Training in Colllaborative Compuational Modelling at the Interface

This paper proposes an online, provably robust, and scalable Bayesian approach for changepoint detection. The resulting algorithm has key advantages over previous work: it provides provable robustn...

Bloomberg announces the three Bloomberg Data Science Ph.D. Fellowship recipients for 2024-2025, making an early investment in their careers.

UCL Statistical Science was the first university statistics department in the world when founded in 1911. Methodological & applied statistics. Fun place to work https://www.ucl.ac.uk/statistics/

This seminar series aims to provide a platform for young researchers (PhD student or post-doc level) to give invited talks about their research, intending to have a diverse set of talks & speakers on ...