Volodimir Begy

1. A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful
   2021/10/13 by Joeri Hermans, Hermans, Joeri, Arnaud Delaunoy +9 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
2. Likelihood-free MCMC with Amortized Approximate Ratio Estimators
   2019/03/10 by Joeri Hermans, Volodimir Begy, Hermans, Joeri +3 · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Model Reduction and Neural Networks