Varsi, Alessandro

1. A Single SMC Sampler on MPI that Outperforms a Single MCMC Sampler
   2019/05/24 by Alessandro Varsi, Lykourgos Kekempanos, Varsi, Alessandro +5 · 1 citation
   Computer Science · #Computation (stat.CO) #Distributed #FOS: Computer and information sciences #Neural Networks and Applications #Parallel #Target Tracking and Data Fusion in Sensor Networks #Time Series Analysis and Forecasting #and Cluster Computing (cs.DC)
2. An O(log₂N) SMC² Algorithm on Distributed Memory with an Approx. Optimal L-Kernel
   2023/11/21 by Conor Rosato, Rosato, Conor, Alessandro Varsi +5 · 4 citations
   Computer Science · Mathematics · #Applications (stat.AP) #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference
3. Enhanced SMC²: Leveraging Gradient Information from Differentiable Particle Filters Within Langevin Proposals
   2024/07/24 by Rosato, Conor, Murphy, Joshua, Varsi, Alessandro +2 · 4 citations
   #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)