Mehdi Molkaraie

According to our database, Mehdi Molkaraie authored at least 22 papers between 2004 and 2023.

Collaborative distances:

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

2023

The Exact Determinant of a Specific Class of Sparse Positive Definite Matrices.

Mehdi Molkaraie

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Mappings for Marginal Probabilities with Applications to Models in Statistical Physics.

Mehdi Molkaraie

J. Mach. Learn. Res., 2022

2021

Duality for Continuous Graphical Models.

Mehdi Molkaraie

Proceedings of the IEEE Information Theory Workshop, 2021

2020

Marginal Densities, Factor Graph Duality, and High-Temperature Series Expansions.

Mehdi Molkaraie

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2018

Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality.

Mehdi Molkaraie, Vicenç Gómez

IEEE Trans. Inf. Theory, 2018

2017

The primal versus the dual ising model.

Mehdi Molkaraie

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

An Importance Sampling Algorithm for Models with Weak Couplings.

Mehdi Molkaraie

CoRR, 2016

2015

Efficient Monte Carlo Methods for the Potts Model at Low Temperature.

Mehdi Molkaraie, Vicenç Gómez

CoRR, 2015

An importance sampling scheme for models in a strong external field.

Mehdi Molkaraie

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

An Importance Sampling Scheme on Dual Factor Graphs - II. Models with Strong Couplings.

Mehdi Molkaraie

CoRR, 2014

An Importance Sampling Scheme on Dual Factor Graphs. I. Models in a Strong External Field.

Mehdi Molkaraie

CoRR, 2014

2013

Monte Carlo Algorithms for the Partition Function and Information Rates of Two-Dimensional Channels.

Mehdi Molkaraie, Hans-Andrea Loeliger

IEEE Trans. Inf. Theory, 2013

Partition function of the Ising model via factor graph duality.

Mehdi Molkaraie, Hans-Andrea Loeliger

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012

Generalized Belief Propagation for the Noiseless Capacity and Information Rates of Run-Length Limited Constraints.

Giovanni Sabato, Mehdi Molkaraie

IEEE Trans. Commun., 2012

Extending monte carlo methods to factor graphs with negative and complex factors.

Mehdi Molkaraie, Hans-Andrea Loeliger

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

2010

Generalized belief propagation algorithm for the capacity of multi-dimensional run-length limited constraints.

Giovanni Sabato, Mehdi Molkaraie

Proceedings of the IEEE International Symposium on Information Theory, 2010

Estimating the information rate of noisy two-dimensional constrained channels.

Mehdi Molkaraie, Hans-Andrea Loeliger

Proceedings of the IEEE International Symposium on Information Theory, 2010

2008

On properties of the minimum entropy sub-tree to compute lower bounds on the partition function.

Mehdi Molkaraie, Payam Pakzad

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Simulation-based estimation of the partition function and the information rate of two-dimensional models.

Hans-Andrea Loeliger, Mehdi Molkaraie

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2006

Sub-tree Based Upper and Lower Bounds on the Partition Function.

Mehdi Molkaraie, Payam Pakzad

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005

On entropy decomposition and new bounds on the partition function.

Mehdi Molkaraie, Payam Pakzad

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2004

Raptor codes on symmetric channels.

Omid Etesami, Mehdi Molkaraie, Amin Shokrollahi

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004