Beyond Application End-Point Results: Quantifying Statistical Robustness of MCMC Accelerators

Xiangyu Zhang, Ramin Bashizade, Yicheng Wang +3

Statistical machine learning often uses probabilistic algorithms, such as Markov Chain Monte Carlo (MCMC), to solve a wide range of problems. Probabilistic computations, often cons…