Firas Hamze

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 3

Top Topics

Complex Adaptive Systems

Optimization Problems

Orthogonal Matrices

Top Venues

ACM Trans. Model. Comput. Simul.

Quantum Inf. Process.

Publications

Firas Hamze
Parallelized Computation and Backpropagation Under Angle-Parametrized Orthogonal Matrices. CoRR (2021)
Dilina Perera, Inimfon Akpabio, Firas Hamze, Salvatore Mandrà, Nathan Rose, Maliheh Aramon, Helmut G. Katzgraber
Chook - A comprehensive suite for generating binary optimization problems with planted solutions. CoRR (2020)
Firas Hamze, Evgeny Andryash
Discrete Equilibrium Sampling with Arbitrary Nonequilibrium Processes. CoRR (2015)
Firas Hamze, Ziyu Wang, Nando de Freitas
Self-Avoiding Random Dynamics on Integer Complex Systems. ACM Trans. Model. Comput. Simul. 23 (1) (2013)
Firas Hamze, Nando de Freitas
Intracluster Moves for Constrained Discrete-Space MCMC CoRR (2012)
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
Investigating the performance of an adiabatic quantum optimization processor. Quantum Inf. Process. 11 (1) (2012)
Firas Hamze, Nando de Freitas
Large-Flip Importance Sampling CoRR (2012)
Firas Hamze, Nando de Freitas
From Fields to Trees CoRR (2012)
Nimalan Mahendran, Ziyu Wang, Firas Hamze, Nando de Freitas
Adaptive MCMC with Bayesian Optimization. AISTATS (2012)
Neil G. Dickson, Kamran Karimi, Firas Hamze
Importance of explicit vectorization for CPU and GPU software performance. J. Comput. Phys. 230 (13) (2011)
Kamran Karimi, Neil G. Dickson, Firas Hamze
High-performance Physics Simulations Using Multi-core CPUs and GPGPUs in a Volunteer Computing Context. Int. J. High Perform. Comput. Appl. 25 (1) (2011)
Geordie Rose, Kamran Karimi, Neil G. Dickson, Firas Hamze, Mohammad H. S. Amin, Marshall Drew-Brook, Fabián A. Chudak, Paul I. Bunyk, William G. Macready
Investigating the Performance of an Adiabatic Quantum Optimization Processor CoRR (2010)
Kamran Karimi, Neil G. Dickson, Firas Hamze
High-Performance Physics Simulations Using Multi-Core CPUs and GPGPUs in a Volunteer Computing Context CoRR (2010)
Firas Hamze, Nando de Freitas
Intracluster Moves for Constrained Discrete-Space MCMC. UAI (2010)
Kamran Karimi, Neil G. Dickson, Firas Hamze
A Performance Comparison of CUDA and OpenCL CoRR (2010)
Neil G. Dickson, Kamran Karimi, Firas Hamze
Importance of Explicit Vectorization for CPU and GPU Software Performance CoRR (2010)
Peter Carbonetto, Matthew King, Firas Hamze
A Stochastic approximation method for inference in probabilistic graphical models. NIPS (2009)
Firas Hamze, Nando de Freitas
Large-Flip Importance Sampling. UAI (2007)
Firas Hamze, Nando de Freitas
Hot Coupling: A Particle Approach to Inference and Normalization on Pairwise Undirected Graphs. NIPS (2005)
Maryam Mahdaviani, Nando de Freitas, Bob Fraser, Firas Hamze
Fast Computational Methods for Visually Guided Robots. ICRA (2005)
Firas Hamze, Nando de Freitas
From Fields to Trees. UAI (2004)