Roininen, Lassi

1. Cauchy difference priors for edge-preserving Bayesian inversion with an\n application to X-ray tomography
   2016/03/19 by Markku Markkanen, Lassi Roininen, Markkanen, Markku +5 · 2 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference
2. Hyperpriors for Matérn fields with applications in Bayesian inversion
   2016/12/09 by Roininen, Lassi, Girolami, Mark, Lasanen, Sari +1 · 2 citations
   #FOS: Mathematics #Statistics Theory (math.ST)
3. Cauchy Markov Random Field Priors for Bayesian Inversion
   2021/05/26 by Neil K. Chada, Lassi Roininen, Chada, Neil K. +3 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Methodology (stat.ME)
4. Mixtures of Gaussian Process Experts with SMC²
   2022/08/26 by Teemu Härkönen, Sara Wade, Härkönen, Teemu +5 · 1 citation
   Computer Science · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting
5. Uncertainty quantification for electrical impedance tomography using quasi-Monte Carlo methods
   2024/11/18 by Laura Bazahica, Bazahica, Laura, Vesa Kaarnioja +3 · 1 citation
   Decision Sciences · #FOS: Mathematics #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design