Firas Hamze

According to our database, Firas Hamze authored at least 15 papers between 2004 and 2021.

Collaborative distances:

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

2021

Parallelized Computation and Backpropagation Under Angle-Parametrized Orthogonal Matrices.

Firas Hamze

CoRR, 2021

2020

Chook - A comprehensive suite for generating binary optimization problems with planted solutions.

Dilina Perera, Inimfon Akpabio, Firas Hamze, Salvatore Mandrà, Nathan Rose, Maliheh Aramon, Helmut G. Katzgraber

CoRR, 2020

2015

Discrete Equilibrium Sampling with Arbitrary Nonequilibrium Processes.

Firas Hamze, Evgeny Andryash

CoRR, 2015

2013

Self-Avoiding Random Dynamics on Integer Complex Systems.

Firas Hamze, Ziyu Wang, Nando de Freitas

ACM Trans. Model. Comput. Simul., 2013

2012

Investigating the performance of an adiabatic quantum optimization processor.

Kamran Karimi, Neil G. Dickson, Firas Hamze, Mohammad H. S. Amin, Marshall Drew-Brook, Fabián A. Chudak, Paul I. Bunyk, William G. Macready, Geordie Rose

Quantum Inf. Process., 2012

Adaptive MCMC with Bayesian Optimization.

Nimalan Mahendran, Ziyu Wang, Firas Hamze, Nando de Freitas

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2011

Importance of explicit vectorization for CPU and GPU software performance.

Neil G. Dickson, Kamran Karimi, Firas Hamze

J. Comput. Phys., 2011

High-performance Physics Simulations Using Multi-core CPUs and GPGPUs in a Volunteer Computing Context.

Kamran Karimi, Neil G. Dickson, Firas Hamze

Int. J. High Perform. Comput. Appl., 2011

2010

A Performance Comparison of CUDA and OpenCL

Kamran Karimi, Neil G. Dickson, Firas Hamze

CoRR, 2010

Intracluster Moves for Constrained Discrete-Space MCMC.

Firas Hamze, Nando de Freitas

Proceedings of the UAI 2010, 2010

2009

A Stochastic approximation method for inference in probabilistic graphical models.

Peter Carbonetto, Matthew King, Firas Hamze

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2007

Large-Flip Importance Sampling.

Firas Hamze, Nando de Freitas

Proceedings of the UAI 2007, 2007

2005

Hot Coupling: A Particle Approach to Inference and Normalization on Pairwise Undirected Graphs.

Firas Hamze, Nando de Freitas

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Fast Computational Methods for Visually Guided Robots.

Maryam Mahdaviani, Nando de Freitas, Bob Fraser, Firas Hamze

Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2004

From Fields to Trees.

Firas Hamze, Nando de Freitas

Proceedings of the UAI '04, 2004