Epidemic Models with Manual and Digital Contact Tracing

Published on ● Video Link: https://www.youtube.com/watch?v=nOjE4vTTotg



Category:
Tutorial
Duration: 1:14:25
313 views
6


Tom Britton (Stockholm University/Simons Institute)
https://simons.berkeley.edu/talks/epidemic-models-manual-and-digital-contact-tracing
Epidemics and Information Diffusion

Contact tracing, either manual by questioning diagnosed individuals for recent contacts or by an App keeping track of close contacts, is one out of many measures to reduce spreading. Mathematically this is hard to analyse because future infections of an individual are no longer independent of earlier contacts. In the talk I will describe a stochastic model for a simplified situation, allowing for both manual and digital contact tracing, for which it is possible to obtain results for the initial phase of the epidemic, with focus on the effective reproduction number $R_E$ which determines if contact tracing will prevent an outbreak or not. (Joint work with Dongni Zhang)




Other Videos By Simons Institute for the Theory of Computing


2022-10-27Complex Contagions and Hybrid Phase Transitions
2022-10-26Dynamical Survival Analysis: Survival Models for Epidemic
2022-10-26Between-host, within-host Interactions in Simple Epidemiological Models
2022-10-26The Effect of Restrictive Interactions between Susceptible and Infected Individuals...
2022-10-26Linear Growth of Quantum Circuit Complexity
2022-10-26Mathematics of the COVID-19 Pandemics: Lessons Learned and How to Mitigate the Next One
2022-10-25Efficient and Targeted COVID-19 Border Testing via Reinforcement Learning
2022-10-25Random Walks on Simplicial Complexes for Exploring Networks
2022-10-25Functional Law of Large Numbers and PDEs for Spatial Epidemic Models with...
2022-10-25Algorithms Using Local Graph Features to Predict Epidemics
2022-10-24Epidemic Models with Manual and Digital Contact Tracing
2022-10-21Pandora’s Box: Learning to Leverage Costly Information
2022-10-20Thresholds
2022-10-19NLTS Hamiltonians from Codes | Quantum Colloquium
2022-10-15Learning to Control Safety-Critical Systems
2022-10-14Near-Optimal No-Regret Learning for General Convex Games
2022-10-14The Power of Adaptivity in Representation Learning: From Meta-Learning to Federated Learning
2022-10-14When Matching Meets Batching: Optimal Multi-stage Algorithms and Applications
2022-10-13Optimal Learning for Structured Bandits
2022-10-13Dynamic Spatial Matching
2022-10-13New Results on Primal-Dual Algorithms for Online Allocation Problems With Applications to ...



Tags:
Simons Institute
theoretical computer science
UC Berkeley
Computer Science
Theory of Computation
Theory of Computing
Epidemics and Information Diffusion
Tom Britton