Grigorios Mingas

According to our database, Grigorios Mingas authored at least 11 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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, Nik Lomax, Nick Malleson, Martin T. O'Reilly, Sebastian Vollmerteke

CoRR, 2022

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

Particle MCMC algorithms and architectures for accelerating inference in state-space models.

Grigorios Mingas, Leonardo Bottolo, Christos-Savvas Bouganis

Int. J. Approx. Reason., 2017

2016

Population-Based MCMC on Multi-Core CPUs, GPUs and FPGAs.

Grigorios Mingas, Christos-Savvas Bouganis

IEEE Trans. Computers, 2016

2015

An exact MCMC accelerator under custom precision regimes.

Shuanglong Liu, Grigorios Mingas, Christos-Savvas Bouganis

Proceedings of the 2015 International Conference on Field Programmable Technology, 2015

Towards heterogeneous solvers for large-scale linear systems.

Stylianos I. Venieris, Grigorios Mingas, Christos-Savvas Bouganis

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

2014

Parallel resampling for particle filters on FPGAs.

Shuanglong Liu, Grigorios Mingas, Christos-Savvas Bouganis

Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014

2013

On Optimizing the Arithmetic Precision of MCMC Algorithms.

Grigorios Mingas, Farhan Rahman, Christos-Savvas Bouganis

Proceedings of the 21st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2013

2012

An FPGA implementation of the SMG-SLAM algorithm.

Grigorios Mingas, Emmanouil G. Tsardoulias, Loukas Petrou

Microprocess. Microsystems, 2012

A Custom Precision Based Architecture for Accelerating Parallel Tempering MCMC on FPGAs without Introducing Sampling Error.

Grigorios Mingas, Christos-Savvas Bouganis

Proceedings of the 2012 IEEE 20th Annual International Symposium on Field-Programmable Custom Computing Machines, 2012

Parallel Tempering MCMC Acceleration Using Reconfigurable Hardware.

Grigorios Mingas, Christos-Savvas Bouganis

Proceedings of the Reconfigurable Computing: Architectures, Tools and Applications, 2012