Grigorios Mingas

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 4

Top Topics

Markov Chain Monte Carlo

Particle Filter

Bayesian Inference

Feature Importance

Top Venues

IEEE Trans. Computers

Publications

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, Nik Lomax, Nick Malleson, Martin O'Reilly, Sebastian Vollmerteke
Faking feature importance: A cautionary tale on the use of differentially-private synthetic data. CoRR (2022)
Grigorios Mingas, Leonardo Bottolo, Christos-Savvas Bouganis
Particle MCMC algorithms and architectures for accelerating inference in state-space models. Int. J. Approx. Reason. 83 (2017)
Shuanglong Liu, Grigorios Mingas, Christos-Savvas Bouganis
An Unbiased MCMC FPGA-Based Accelerator in the Land of Custom Precision Arithmetic. IEEE Trans. Computers 66 (5) (2017)
Grigorios Mingas, Christos-Savvas Bouganis
Population-Based MCMC on Multi-Core CPUs, GPUs and FPGAs. IEEE Trans. Computers 65 (4) (2016)
Shuanglong Liu, Grigorios Mingas, Christos-Savvas Bouganis
An exact MCMC accelerator under custom precision regimes. FPT (2015)
Stylianos I. Venieris, Grigorios Mingas, Christos-Savvas Bouganis
Towards heterogeneous solvers for large-scale linear systems. FPL (2015)
Shuanglong Liu, Grigorios Mingas, Christos-Savvas Bouganis
Parallel resampling for particle filters on FPGAs. FPT (2014)
Grigorios Mingas, Farhan Rahman, Christos-Savvas Bouganis
On Optimizing the Arithmetic Precision of MCMC Algorithms. FCCM (2013)
Grigorios Mingas, Emmanouil G. Tsardoulias, Loukas Petrou
An FPGA implementation of the SMG-SLAM algorithm. Microprocess. Microsystems 36 (3) (2012)
Grigorios Mingas, Christos-Savvas Bouganis
Parallel Tempering MCMC Acceleration Using Reconfigurable Hardware. ARC (2012)
Grigorios Mingas, Christos-Savvas Bouganis
A Custom Precision Based Architecture for Accelerating Parallel Tempering MCMC on FPGAs without Introducing Sampling Error. FCCM (2012)