Mehdi Molkaraie

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 14

Top Topics

Graphical Models

Top Venues

IEEE Trans. Inf. Theory

Publications

Mehdi Molkaraie
The Exact Determinant of a Specific Class of Sparse Positive Definite Matrices. ISIT (2023)
Mehdi Molkaraie
The Exact Determinant of a Specific Class of Sparse Positive Definite Matrices. CoRR (2023)
Mehdi Molkaraie
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics. CoRR (2022)
Mehdi Molkaraie
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics. J. Mach. Learn. Res. 23 (2022)
Mehdi Molkaraie
Duality for Continuous Graphical Models. ITW (2021)
Mehdi Molkaraie
Duality for Continuous Graphical Models. CoRR (2021)
Mehdi Molkaraie
Marginal Densities, Factor Graph Duality, and High-Temperature Series Expansions. AISTATS (2020)
Mehdi Molkaraie
Marginal Densities, Factor Graph Duality, and High-Temperature Series Expansions. CoRR (2019)
Mehdi Molkaraie, Vicenç Gómez
Monte Carlo Methods for the Ferromagnetic Potts Model Using Factor Graph Duality. IEEE Trans. Inf. Theory 64 (12) (2018)
Mehdi Molkaraie
The primal versus the dual ising model. Allerton (2017)
Mehdi Molkaraie
An Importance Sampling Algorithm for Models with Weak Couplings. CoRR (2016)
Mehdi Molkaraie, Vicenç Gómez
Efficient Monte Carlo Methods for the Potts Model at Low Temperature. CoRR (2015)
Mehdi Molkaraie
An Importance Sampling Scheme for Models in a Strong External Field. CoRR (2015)
Mehdi Molkaraie
An importance sampling scheme for models in a strong external field. ISIT (2015)
Mehdi Molkaraie
An Importance Sampling Scheme on Dual Factor Graphs. I. Models in a Strong External Field. CoRR (2014)
Mehdi Molkaraie
An Importance Sampling Scheme on Dual Factor Graphs - II. Models with Strong Couplings. CoRR (2014)
Mehdi Molkaraie, Hans-Andrea Loeliger
Partition function of the Ising model via factor graph duality. ISIT (2013)
Mehdi Molkaraie, Hans-Andrea Loeliger
Monte Carlo Algorithms for the Partition Function and Information Rates of Two-Dimensional Channels. IEEE Trans. Inf. Theory 59 (1) (2013)
Mehdi Molkaraie, Hans-Andrea Loeliger
Partition Function of the Ising Model via Factor Graph Duality. CoRR (2013)
Mehdi Molkaraie, Hans-Andrea Loeliger
Extending Monte Carlo Methods to Factor Graphs with Negative and Complex Factors CoRR (2012)
Mehdi Molkaraie, Hans-Andrea Loeliger
Extending monte carlo methods to factor graphs with negative and complex factors. ITW (2012)
Giovanni Sabato, Mehdi Molkaraie
Generalized Belief Propagation for the Noiseless Capacity and Information Rates of Run-Length Limited Constraints. IEEE Trans. Commun. 60 (3) (2012)
Giovanni Sabato, Mehdi Molkaraie
Generalized Belief Propagation for the Noiseless Capacity and Information Rates of Run-Length Limited Constraints CoRR (2011)
Mehdi Molkaraie, Payam Pakzad
On Properties of the Minimum Entropy Sub-tree to Compute Lower Bounds on the Partition Function CoRR (2011)
Mehdi Molkaraie, Hans-Andrea Loeliger
Monte Carlo Algorithms for the Partition Function and Information Rates of Two-Dimensional Channels CoRR (2011)
Mehdi Molkaraie, Hans-Andrea Loeliger
Estimating the information rate of noisy two-dimensional constrained channels. ISIT (2010)
Giovanni Sabato, Mehdi Molkaraie
Generalized belief propagation algorithm for the capacity of multi-dimensional run-length limited constraints. ISIT (2010)
Mehdi Molkaraie, Payam Pakzad
On properties of the minimum entropy sub-tree to compute lower bounds on the partition function. ISIT (2008)
Hans-Andrea Loeliger, Mehdi Molkaraie
Simulation-based estimation of the partition function and the information rate of two-dimensional models. ISIT (2008)
Mehdi Molkaraie, Payam Pakzad
Sub-tree Based Upper and Lower Bounds on the Partition Function. ISIT (2006)
Mehdi Molkaraie, Payam Pakzad
On entropy decomposition and new bounds on the partition function. ISIT (2005)
Omid Etesami, Mehdi Molkaraie, Amin Shokrollahi
Raptor codes on symmetric channels. ISIT (2004)