Randomized Linear Algebra

This workshop is part of the Bernoulli Center programme at EPFL, to be held from 15 to 18 June 2026.

Detection and Emergence of Complexity: ALIFE Perspectives

This workshop is part of the Bernoulli Center programme at EPFL, to be held from 27 to 29 May 2026. An abundance of systems has been studied as potential models of artificial life: from classical discrete cellular automata to their randomized versions such as random Boolean networks, continuous systems including neural CAs or Lenia systems, […]

Observers, wormholes and complex saddles in cosmology

This workshop is part of the Bernoulli Center programme at EPFL, to be held from 18 to 22 May 2026. We will explore the following open questions in theoretical cosmology, related to the quantisation of gravity: How does one describe gauge-invariant observables in quantum gravity that resemble measurements carried out by an observer residing in […]

Fundamental principles of learning and representation: from Brains to LLMs

This workshop is part of the Bernoulli Center programme at EPFL, to be held from 11 to 13 May 2026. Today, the progress of AI capabilities far outpaces Moore’s law. More concerningly, it also exceeds the pace at which we understand how these systems learn, reason, and their reliability. AI is rapidly permeating many facets […]

Intersection of quantum learning theory, quantum sensing and quantum verification

This workshop is part of the Bernoulli Center programme at EPFL, to be held from 27 April to 01 May 2026. This workshop brings together the communities of quantum learning theory, quantum sensing, and quantum verification to explore their shared challenges and opportunities. While each field has made significant independent progress, interaction between them has […]

LémanTh3 – Lausanne event on Machine : Learning & Neural Network Theory

This one-week workshop aims to bring together leading researchers working at the interface of machine learning, probability, high-dimensional statistics, statistical physics and theoretical computer science, with a particular emphasis on the mathematical and theoretical foundations of modern neural networks. It is part of the Bernoulli Center programme at EPFL, to be held from 20 to […]

The geometry and spectra of hyperbolic surfaces and other manifolds

This workshop is part of the Bernoulli Center programme at EPFL, to be held from 15 to 17 April 2026. Hyperbolic surfaces and manifolds have played an important role in geometry and topology over the past half century. Their ubiquitous place in mathematics is due to their many and rich interactions with a diversity mathematics […]

Celebrating Probability and Stochastics

This three-day workshop in probability theory and stochastics celebrates the mathematics, contributions and service of EPFL Professors Robert Dalang and Thomas Mountford on their retirements. All are warmly invited to join this festive event in honour of their achievements.