30 citations · 35 across the 6 of their papers we have counts for
6 papers
Low-latency gravitational wave alert products and their performance at the time of the fourth LIGO-Virgo-KAGRA observing run
Sushant Sharma Chaudhary, Andrew Toivonen, Gaurav Waratkar +50
Multi-messenger searches for BNS and NSBH mergers are currently one of the most exciting areas of astronomy. The search for joint electromagnetic and neutrino counterparts to GWs h…
Data assimilation with agent-based models using Markov chain sampling
Daniel Tang, Nick Malleson
Every day, weather forecasting centres around the world make use of noisy, incomplete observations of the atmosphere to update their weather forecasts. This process is known as dat…
Decentralised, privacy-preserving Bayesian inference for mobile phone contact tracing
Daniel Tang
Many countries are currently gearing up to use smart-phone apps to perform contact tracing as part of the effort to manage the COVID-19 pandemic and prevent resurgences of the dise…
Finding the maximum-a-posteriori behaviour of agents in an agent-based model
Daniel Tang
In this paper we consider the problem of finding the most probable set of events that could have led to a set of partial, noisy observations of some dynamical system. In particular…
Data assimilation in Agent-based models using creation and annihilation operators
Daniel Tang
Agent-based models are a powerful tool for studying the behaviour of complex systems that can be described in terms of multiple, interacting ``agents''. However, because of their i…
Efficient algorithms for modifying and sampling from a categorical distribution
Daniel Tang
Probabilistic programming languages and other machine learning applications often require samples to be generated from a categorical distribution where the probability of each one…