Doug Sparks

1. MCMC-Based Inference in the Era of Big Data: A Fundamental Analysis of the Convergence Complexity of High-Dimensional Chains
   2015/08/05 by Bala Rajaratnam, Rajaratnam, Bala, Doug Sparks +1 · 6 citations
   Computer Science · Mathematics · #60J05 #65C40 #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Probability (math.PR) #Statistical Methods and Inference #Statistics Theory (math.ST)
2. Scalable Bayesian shrinkage and uncertainty quantification in high-dimensional regression
   2017/03/27 by Bala Rajaratnam, Rajaratnam, Bala, Doug Sparks +5 · 1 citation
   Computer Science · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference