Parallel Tempering MCMC Acceleration Using Reconfigurable Hardware. - Grigorios Mingas; Christos-Savvas Bouganis (ARC, 2012)

A Custom Precision Based Architecture for Accelerating Parallel Tempering MCMC on FPGAs without Introducing Sampling Error. - Grigorios Mingas; Christos-Savvas Bouganis (FCCM, 2012)

An FPGA implementation of the SMG-SLAM algorithm. - Grigorios Mingas; Emmanouil G. Tsardoulias; Loukas Petrou (Microprocess. Microsystems, 2012)

On Optimizing the Arithmetic Precision of MCMC Algorithms. - Grigorios Mingas; Farhan Rahman; Christos-Savvas Bouganis (FCCM, 2013)

Parallel resampling for particle filters on FPGAs. - Shuanglong Liu; Grigorios Mingas; Christos-Savvas Bouganis (FPT, 2014)

Towards heterogeneous solvers for large-scale linear systems. - Stylianos I. Venieris; Grigorios Mingas; Christos-Savvas Bouganis (FPL, 2015)

An exact MCMC accelerator under custom precision regimes. - Shuanglong Liu; Grigorios Mingas; Christos-Savvas Bouganis (FPT, 2015)

Population-Based MCMC on Multi-Core CPUs, GPUs and FPGAs. - Grigorios Mingas; Christos-Savvas Bouganis (IEEE Trans. Computers, 2016)

Particle MCMC algorithms and architectures for accelerating inference in state-space models. - Grigorios Mingas; Leonardo Bottolo; Christos-Savvas Bouganis (Int. J. Approx. Reason., 2017)

An Unbiased MCMC FPGA-Based Accelerator in the Land of Custom Precision Arithmetic. - Shuanglong Liu; Grigorios Mingas; Christos-Savvas Bouganis (IEEE Trans. Computers, 2017)

Faking feature importance: A cautionary tale on the use of differentially-private synthetic data. - Oscar Giles; Kasra Hosseini; Grigorios Mingas; Oliver Strickson; Louise Bowler; Camila Rangel Smith; Harrison Wilde; Jen Ning Lim; Bilal A. Mateen; Kasun Amarasinghe; Rayid Ghani; Alison J. Heppenstall; et al. (CoRR, 2022)