Randal Douc

Publications by Year

Research Areas

Target Tracking and Data Fusion in Sensor Networks, Bayesian Methods and Mixture Models, Markov Chains and Monte Carlo Methods, Gaussian Processes and Bayesian Inference, Statistical Methods and Inference

Most-Cited Works

• → Sequential Monte Carlo Methods in Practice(2001)7,353 cited
• → On sequential Monte Carlo sampling methods for Bayesian filtering(2000)4,419 cited
• → An Introduction to MCMC for Machine Learning(2003)2,387 cited
• → Particle Markov Chain Monte Carlo Methods(2010)2,021 cited
• → Sequential Monte Carlo Samplers(2006)1,673 cited
• The Unscented Particle Filter(2000)
• A Tutorial on Particle Filtering and Smoothing: Fifteen years later(2008)
• → An Introduction to Sequential Monte Carlo Methods(2001)